uuid
stringlengths 36
36
| Subject
stringlengths 1
103
| Description
stringlengths 17
398
| category
stringclasses 21
values | subcategory
stringclasses 63
values | gpt4_class
dict | messages
listlengths 3
3
| chat
stringlengths 4.54k
4.96k
| input_mixed-bread_embedd
sequencelengths 1.02k
1.02k
| label
int64 0
62
|
---|---|---|---|---|---|---|---|---|---|
2516c7e8-907e-4aa2-a55b-c49762e25e01 | SAFe SPC certification | The company requires SAFe SPC certification for the role of Lean & Agile Coach. | Digital Transformation | IT Service Management (ITSM) | {
"probability": 0.85,
"spendcategory": "Digital Transformation\\IT Service Management (ITSM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: SAFe SPC certification\n\nDescription: The company requires SAFe SPC certification for the role of Lean & Agile Coach.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Digital Transformation\\\\IT Service Management (ITSM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: SAFe SPC certification
Description: The company requires SAFe SPC certification for the role of Lean & Agile Coach.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Digital Transformation\\IT Service Management (ITSM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 28 |
3ca934a4-5d0a-4e23-b885-d90a8759ff74 | Rimborsi ai Clienti | The company uses rimborsi ai clienti in its operations. | Customer Experience (CX) | Customer Service Platforms | {
"probability": 0.85,
"spendcategory": "Customer Experience (CX)\\Customer Service Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Rimborsi ai Clienti\n\nDescription: The company uses rimborsi ai clienti in its operations.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Customer Experience (CX)\\\\Customer Service Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Rimborsi ai Clienti
Description: The company uses rimborsi ai clienti in its operations.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Customer Experience (CX)\\Customer Service Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 16 |
03da45bb-6441-4b64-b948-1ec3724ec794 | Network Event Logging | Implementing comprehensive logging to track network events and changes. | Cybersecurity | Security Information and Event Management (SIEM) | {
"probability": 0.95,
"spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Network Event Logging\n\nDescription: Implementing comprehensive logging to track network events and changes.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Cybersecurity\\\\Security Information and Event Management (SIEM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Network Event Logging
Description: Implementing comprehensive logging to track network events and changes.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 20 |
bf851d6e-be8b-4896-b554-8be748e99161 | ML for Supply Chain Optimization | The use of MLOps to fine-tune predictive models that enhance supply chain efficiency and reduce operational costs. | Artificial Intelligence and Machine Learning | Machine Learning Operations (MLOps) | {
"probability": 0.85,
"spendcategory": "Artificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: ML for Supply Chain Optimization\n\nDescription: The use of MLOps to fine-tune predictive models that enhance supply chain efficiency and reduce operational costs.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Artificial Intelligence and Machine Learning\\\\Machine Learning Operations (MLOps)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: ML for Supply Chain Optimization
Description: The use of MLOps to fine-tune predictive models that enhance supply chain efficiency and reduce operational costs.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Artificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 7 |
e2824063-80f6-4405-9dad-1aff4d7e15f5 | Visualizing Literary Analysis | Academics use visualization tools to analyze literature and explore themes, character networks, and plot structures. | Analytics and Business Intelligence | Data Visualization | {
"probability": 0.95,
"spendcategory": "Analytics and Business Intelligence\\Data Visualization"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Visualizing Literary Analysis\n\nDescription: Academics use visualization tools to analyze literature and explore themes, character networks, and plot structures.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Analytics and Business Intelligence\\\\Data Visualization\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Visualizing Literary Analysis
Description: Academics use visualization tools to analyze literature and explore themes, character networks, and plot structures.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Analytics and Business Intelligence\\Data Visualization"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 2 |
81b6c50d-0e0e-4712-b111-34e411d1f9cb | Relaxation Vouchers | The company provides high discounts in the field of relaxation through its relaxation vouchers benefit. | Office and Facility Management | Pantry / Snack Solutions | {
"probability": 0.75,
"spendcategory": "Office and Facility Management\\Pantry / Snack Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Relaxation Vouchers\n\nDescription: The company provides high discounts in the field of relaxation through its relaxation vouchers benefit.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Office and Facility Management\\\\Pantry / Snack Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Relaxation Vouchers
Description: The company provides high discounts in the field of relaxation through its relaxation vouchers benefit.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Office and Facility Management\\Pantry / Snack Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 61 |
e18631c9-b4eb-4755-90ee-c3f6c1db0344 | First Aid | The company provides first aid services in cases of accidents. | Vertical Industry Solutions | Healthcare IT Solutions | {
"probability": 0.85,
"spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: First Aid\n\nDescription: The company provides first aid services in cases of accidents.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: First Aid
Description: The company provides first aid services in cases of accidents.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 57 |
bbaea0cf-ebd4-44a3-972a-4cbd6d963425 | Tier 1 Mission Critical Applications | The company builds, configures, and maintains tier 1 mission critical applications for delivery of various business functions. | Application Development and Delivery | Application Performance Management (APM) | {
"probability": 0.85,
"spendcategory": "Application Development and Delivery\\Application Performance Management (APM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Tier 1 Mission Critical Applications\n\nDescription: The company builds, configures, and maintains tier 1 mission critical applications for delivery of various business functions.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Application Development and Delivery\\\\Application Performance Management (APM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Tier 1 Mission Critical Applications
Description: The company builds, configures, and maintains tier 1 mission critical applications for delivery of various business functions.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Application Development and Delivery\\Application Performance Management (APM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 3 |
d9f3c59e-fe5d-4941-829c-7fbd3b742293 | CIS Controls | CIS Controls is one of the standards used for security assessments. | Cybersecurity | Security Information and Event Management (SIEM) | {
"probability": 0.85,
"spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: CIS Controls\n\nDescription: CIS Controls is one of the standards used for security assessments.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Cybersecurity\\\\Security Information and Event Management (SIEM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: CIS Controls
Description: CIS Controls is one of the standards used for security assessments.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 20 |
6214e2f0-cb2a-4ffe-8276-d06369b502a1 | VoIP for Broadcasting and Media | VoIP technology is tailored to meet the demands of the broadcasting and media industry. | Unified Communications | VoIP Solutions | {
"probability": 0.95,
"spendcategory": "Unified Communications\\VoIP Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: VoIP for Broadcasting and Media\n\nDescription: VoIP technology is tailored to meet the demands of the broadcasting and media industry.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Unified Communications\\\\VoIP Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: VoIP for Broadcasting and Media
Description: VoIP technology is tailored to meet the demands of the broadcasting and media industry.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Unified Communications\\VoIP Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 54 |
b9259c40-a6fb-48f3-837e-994c27d63ea2 | CAMPAYGN | The company uses CAMPAYGN for managing campaigns. | Marketing and Advertising | Marketing Automation | {
"probability": 0.95,
"spendcategory": "Marketing and Advertising\\Marketing Automation"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: CAMPAYGN\n\nDescription: The company uses CAMPAYGN for managing campaigns.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Marketing and Advertising\\\\Marketing Automation\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: CAMPAYGN
Description: The company uses CAMPAYGN for managing campaigns.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Marketing and Advertising\\Marketing Automation"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 42 |
27b184c4-ef77-4ecb-8f62-578c56e8619a | Loyalty Program Efficiency Evaluator | An evaluator that assesses the efficiency and impact of loyalty programs, providing insights for improvement and better customer retention. | Customer Experience (CX) | Experience Management Platforms | {
"probability": 0.85,
"spendcategory": "Customer Experience (CX)\\Experience Management Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Loyalty Program Efficiency Evaluator\n\nDescription: An evaluator that assesses the efficiency and impact of loyalty programs, providing insights for improvement and better customer retention.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Customer Experience (CX)\\\\Experience Management Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Loyalty Program Efficiency Evaluator
Description: An evaluator that assesses the efficiency and impact of loyalty programs, providing insights for improvement and better customer retention.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Customer Experience (CX)\\Experience Management Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 17 |
b16ba729-19e5-4ab8-af70-0e9b3d57383c | VoIP for Healthcare Communication | VoIP solutions are customized for the healthcare industry to ensure secure and reliable communications. | Unified Communications | VoIP Solutions | {
"probability": 0.95,
"spendcategory": "Unified Communications\\VoIP Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: VoIP for Healthcare Communication\n\nDescription: VoIP solutions are customized for the healthcare industry to ensure secure and reliable communications.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Unified Communications\\\\VoIP Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: VoIP for Healthcare Communication
Description: VoIP solutions are customized for the healthcare industry to ensure secure and reliable communications.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Unified Communications\\VoIP Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 54 |
65140aab-2ffd-4ae0-afb6-2314bdef1fea | Endpoint Security for Media Companies | Media companies are provided with specialized endpoint security solutions to protect against intellectual property theft. | Cybersecurity | Endpoint Security | {
"probability": 0.95,
"spendcategory": "Cybersecurity\\Endpoint Security"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Endpoint Security for Media Companies\n\nDescription: Media companies are provided with specialized endpoint security solutions to protect against intellectual property theft.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Cybersecurity\\\\Endpoint Security\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Endpoint Security for Media Companies
Description: Media companies are provided with specialized endpoint security solutions to protect against intellectual property theft.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Cybersecurity\\Endpoint Security"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 18 |
d00c9453-e223-451b-bdcc-e4b105a62b09 | Visualizing Weather Impact on Sales | Companies use visualization tools to correlate weather data with sales metrics to plan marketing strategies. | Analytics and Business Intelligence | Data Visualization | {
"probability": 0.95,
"spendcategory": "Analytics and Business Intelligence\\Data Visualization"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Visualizing Weather Impact on Sales\n\nDescription: Companies use visualization tools to correlate weather data with sales metrics to plan marketing strategies.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Analytics and Business Intelligence\\\\Data Visualization\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Visualizing Weather Impact on Sales
Description: Companies use visualization tools to correlate weather data with sales metrics to plan marketing strategies.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Analytics and Business Intelligence\\Data Visualization"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 2 |
9a0dde70-78c1-46b9-920d-2b6233db843e | High-Quality Computational Tools | The company uses sophisticated computational tools to ensure high-quality results. | Software Development | Software Testing Tools | {
"probability": 0.85,
"spendcategory": "Software Development\\Software Testing Tools"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: High-Quality Computational Tools\n\nDescription: The company uses sophisticated computational tools to ensure high-quality results.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Software Development\\\\Software Testing Tools\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: High-Quality Computational Tools
Description: The company uses sophisticated computational tools to ensure high-quality results.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Software Development\\Software Testing Tools"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 50 |
9a3276d3-661b-48ca-b652-97d0f0322dcb | Payment Integration for Web Hosting Services | Our gateway facilitates secure payments for web hosting services, supporting business operations efficiently. | Digital Commerce | Payment Gateways | {
"probability": 0.95,
"spendcategory": "Digital Commerce\\Payment Gateways"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Payment Integration for Web Hosting Services\n\nDescription: Our gateway facilitates secure payments for web hosting services, supporting business operations efficiently.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Digital Commerce\\\\Payment Gateways\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Payment Integration for Web Hosting Services
Description: Our gateway facilitates secure payments for web hosting services, supporting business operations efficiently.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Digital Commerce\\Payment Gateways"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 25 |
58a82a01-b398-453c-a059-4a290128bbf6 | EAS | EAS is one of the insurance systems used by the company. | Vertical Industry Solutions | Financial Services Software | {
"probability": 0.85,
"spendcategory": "Vertical Industry Solutions\\Financial Services Software"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: EAS\n\nDescription: EAS is one of the insurance systems used by the company.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Vertical Industry Solutions\\\\Financial Services Software\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: EAS
Description: EAS is one of the insurance systems used by the company.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Vertical Industry Solutions\\Financial Services Software"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 58 |
2fadd6eb-826e-43bc-b0b9-2f0fa84bc011 | Warehouse Safety Programs | Comprehensive safety programs are implemented to ensure the well-being of staff and compliance with regulations. | Supply Chain and Logistics | Warehouse Management Systems (WMS) | {
"probability": 0.85,
"spendcategory": "Supply Chain and Logistics\\Warehouse Management Systems (WMS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Warehouse Safety Programs\n\nDescription: Comprehensive safety programs are implemented to ensure the well-being of staff and compliance with regulations.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Supply Chain and Logistics\\\\Warehouse Management Systems (WMS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Warehouse Safety Programs
Description: Comprehensive safety programs are implemented to ensure the well-being of staff and compliance with regulations.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Supply Chain and Logistics\\Warehouse Management Systems (WMS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 51 |
5b37ab90-34e2-4b81-9034-5a970f812fc3 | GNSS Wireless Communication Technology | The company uses GNSS wireless communication technology. | Internet of Things (IoT) | IoT Platforms | {
"probability": 0.75,
"spendcategory": "Internet of Things (IoT)\\IoT Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: GNSS Wireless Communication Technology\n\nDescription: The company uses GNSS wireless communication technology.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Internet of Things (IoT)\\\\IoT Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: GNSS Wireless Communication Technology
Description: The company uses GNSS wireless communication technology.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Internet of Things (IoT)\\IoT Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 39 |
97d73920-e640-4bb7-8aa5-95c2ec67297d | Batch Tracking | Batch tracking mechanisms are implemented to maintain traceability of products throughout the supply chain. | Supply Chain and Logistics | Procurement Software | {
"probability": 0.85,
"spendcategory": "Supply Chain and Logistics\\Procurement Software"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Batch Tracking\n\nDescription: Batch tracking mechanisms are implemented to maintain traceability of products throughout the supply chain.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Supply Chain and Logistics\\\\Procurement Software\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Batch Tracking
Description: Batch tracking mechanisms are implemented to maintain traceability of products throughout the supply chain.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Supply Chain and Logistics\\Procurement Software"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 53 |
e00fb242-69ff-43c6-9cbc-34f64e25a128 | Detox Infused Waters | Detox infused waters with flavors like cucumber-mint and strawberry-basil are available to promote hydration. | Office and Facility Management | Pantry / Snack Solutions | {
"probability": 0.95,
"spendcategory": "Office and Facility Management\\Pantry / Snack Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Detox Infused Waters\n\nDescription: Detox infused waters with flavors like cucumber-mint and strawberry-basil are available to promote hydration.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Office and Facility Management\\\\Pantry / Snack Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Detox Infused Waters
Description: Detox infused waters with flavors like cucumber-mint and strawberry-basil are available to promote hydration.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Office and Facility Management\\Pantry / Snack Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 61 |
bb4189a3-11b3-439b-b3a0-5e4972e6a30d | Path Maintenance | The company uses various tools and technologies for the maintenance of paths. | Information Technology Operations | IT Operations Management (ITOM) | {
"probability": 0.85,
"spendcategory": "Information Technology Operations\\IT Operations Management (ITOM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Path Maintenance\n\nDescription: The company uses various tools and technologies for the maintenance of paths.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Information Technology Operations\\\\IT Operations Management (ITOM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Path Maintenance
Description: The company uses various tools and technologies for the maintenance of paths.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Information Technology Operations\\IT Operations Management (ITOM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 36 |
06453642-e71d-4be5-a470-51ad9be86f84 | Hair Transplantation | The company offers hair transplantation as a cosmetic surgical procedure. | Vertical Industry Solutions | Healthcare IT Solutions | {
"probability": 0.95,
"spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Hair Transplantation\n\nDescription: The company offers hair transplantation as a cosmetic surgical procedure.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Hair Transplantation
Description: The company offers hair transplantation as a cosmetic surgical procedure.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 57 |
480a2335-66ab-4d26-a128-f9501e2e9d1b | PaaS for Software Testing | The company uses PaaS to provide environments for software testing, ensuring high-quality releases. | Cloud Computing and Infrastructure | Cloud Platform as a Service (PaaS) | {
"probability": 0.95,
"spendcategory": "Cloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: PaaS for Software Testing\n\nDescription: The company uses PaaS to provide environments for software testing, ensuring high-quality releases.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Cloud Computing and Infrastructure\\\\Cloud Platform as a Service (PaaS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: PaaS for Software Testing
Description: The company uses PaaS to provide environments for software testing, ensuring high-quality releases.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Cloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 10 |
0cd2db1f-1dae-44d2-8257-1cd212d5f887 | Document Metadata Enhancement | Enhancements to document metadata handling allow for better organization and retrieval of documents. | Collaboration and Productivity | Document Management Systems | {
"probability": 0.95,
"spendcategory": "Collaboration and Productivity\\Document Management Systems"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Document Metadata Enhancement\n\nDescription: Enhancements to document metadata handling allow for better organization and retrieval of documents.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Collaboration and Productivity\\\\Document Management Systems\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Document Metadata Enhancement
Description: Enhancements to document metadata handling allow for better organization and retrieval of documents.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Collaboration and Productivity\\Document Management Systems"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 14 |
0e9200c2-f8d3-49d8-8db7-58f540afaa6b | Sattelzug | The company uses Sattelzug as a mode of transport for their operations. | Supply Chain and Logistics | Transportation Management Systems (TMS) | {
"probability": 0.95,
"spendcategory": "Supply Chain and Logistics\\Transportation Management Systems (TMS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Sattelzug\n\nDescription: The company uses Sattelzug as a mode of transport for their operations.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Supply Chain and Logistics\\\\Transportation Management Systems (TMS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Sattelzug
Description: The company uses Sattelzug as a mode of transport for their operations.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Supply Chain and Logistics\\Transportation Management Systems (TMS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 52 |
563ee2d0-4037-4b36-a556-0e2a90c47d7b | PipeDrive | Used as a CRM system. | Customer Experience (CX) | Customer Relationship Management (CRM) | {
"probability": 0.98,
"spendcategory": "Customer Experience (CX)\\Customer Relationship Management (CRM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: PipeDrive\n\nDescription: Used as a CRM system.",
"role": "user"
},
{
"content": "{\"probability\": 0.98, \"spendcategory\": \"Customer Experience (CX)\\\\Customer Relationship Management (CRM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: PipeDrive
Description: Used as a CRM system.<|im_end|>
<|im_start|>assistant
{"probability": 0.98, "spendcategory": "Customer Experience (CX)\\Customer Relationship Management (CRM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 15 |
c7d14318-cea7-4486-b74a-2f10aad3f1e5 | Mission Based Test Design (MBTD) | The company uses Mission Based Test Design (MBTD) for developing test data collection approaches and analyzing software development schedules. | Software Development | Software Testing Tools | {
"probability": 0.95,
"spendcategory": "Software Development\\Software Testing Tools"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Mission Based Test Design (MBTD)\n\nDescription: The company uses Mission Based Test Design (MBTD) for developing test data collection approaches and analyzing software development schedules.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Software Development\\\\Software Testing Tools\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Mission Based Test Design (MBTD)
Description: The company uses Mission Based Test Design (MBTD) for developing test data collection approaches and analyzing software development schedules.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Software Development\\Software Testing Tools"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 50 |
c81daacb-19a7-4728-beff-185638e45554 | Elpy | A payment brand owned by the company. | Digital Commerce | Payment Gateways | {
"probability": 0.95,
"spendcategory": "Digital Commerce\\Payment Gateways"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Elpy\n\nDescription: A payment brand owned by the company.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Digital Commerce\\\\Payment Gateways\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Elpy
Description: A payment brand owned by the company.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Digital Commerce\\Payment Gateways"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 25 |
02be9705-ba77-48b9-839a-92701a352a7c | E&S Rating Methodology | Understanding of E&S rating methodology is required for the role. | Digital Transformation | Digital Strategy Consulting | {
"probability": 0.85,
"spendcategory": "Digital Transformation\\Digital Strategy Consulting"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: E&S Rating Methodology\n\nDescription: Understanding of E&S rating methodology is required for the role.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Digital Transformation\\\\Digital Strategy Consulting\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: E&S Rating Methodology
Description: Understanding of E&S rating methodology is required for the role.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Digital Transformation\\Digital Strategy Consulting"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 27 |
014cc229-cb45-4cf6-b79c-139e8f4d1d76 | Fitness Class Bookings | An online marketplace for booking fitness classes, connecting users with local gyms and trainers. | Digital Commerce | Digital Marketplaces | {
"probability": 0.95,
"spendcategory": "Digital Commerce\\Digital Marketplaces"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Fitness Class Bookings\n\nDescription: An online marketplace for booking fitness classes, connecting users with local gyms and trainers.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Digital Commerce\\\\Digital Marketplaces\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Fitness Class Bookings
Description: An online marketplace for booking fitness classes, connecting users with local gyms and trainers.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Digital Commerce\\Digital Marketplaces"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 26 |
3e1592b2-cbec-4492-b29d-cc57e2d84f2d | MultiSpeak Standard | A standard used between systems and in the advancement of improved and seamless distribution operating practices. | Internet of Things (IoT) | Industrial IoT Solutions | {
"probability": 0.85,
"spendcategory": "Internet of Things (IoT)\\Industrial IoT Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: MultiSpeak Standard\n\nDescription: A standard used between systems and in the advancement of improved and seamless distribution operating practices.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Internet of Things (IoT)\\\\Industrial IoT Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: MultiSpeak Standard
Description: A standard used between systems and in the advancement of improved and seamless distribution operating practices.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Internet of Things (IoT)\\Industrial IoT Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 40 |
5d887c3d-ee41-4dbe-a897-15ade9ccffed | User Behavior Analytics | Through SIEM, the company analyzes user behavior to detect anomalies that may indicate potential security threats or breaches. | Cybersecurity | Security Information and Event Management (SIEM) | {
"probability": 0.95,
"spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: User Behavior Analytics\n\nDescription: Through SIEM, the company analyzes user behavior to detect anomalies that may indicate potential security threats or breaches.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Cybersecurity\\\\Security Information and Event Management (SIEM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: User Behavior Analytics
Description: Through SIEM, the company analyzes user behavior to detect anomalies that may indicate potential security threats or breaches.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 20 |
d25766f3-7e3a-4b99-b272-64eb5021bc15 | CADSTAR Schématique | The company uses CADSTAR Schématique software for electronic circuit design. | Software Development | Integrated Development Environments (IDEs) | {
"probability": 0.85,
"spendcategory": "Software Development\\Integrated Development Environments (IDEs)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: CADSTAR Schématique\n\nDescription: The company uses CADSTAR Schématique software for electronic circuit design.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Software Development\\\\Integrated Development Environments (IDEs)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: CADSTAR Schématique
Description: The company uses CADSTAR Schématique software for electronic circuit design.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Software Development\\Integrated Development Environments (IDEs)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 48 |
7290edac-0aa2-44a3-99c3-ec0e3e482f80 | Data Quality Management | Data quality management is prioritized using Informatica tools to cleanse and standardize data. | Data Management and Integration | Data Integration Tools | {
"probability": 0.85,
"spendcategory": "Data Management and Integration\\Data Integration Tools"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Data Quality Management\n\nDescription: Data quality management is prioritized using Informatica tools to cleanse and standardize data.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Data Management and Integration\\\\Data Integration Tools\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Data Quality Management
Description: Data quality management is prioritized using Informatica tools to cleanse and standardize data.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Data Management and Integration\\Data Integration Tools"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 21 |
0d05571b-bc9c-47c0-82b7-882260e79eef | Analytical Pricing for Pharmaceutical Products | Utilizing data-driven analytical tools to set and adjust pricing for pharmaceutical products based on market demand and competitive landscape. | Analytics and Business Intelligence | Data Analytics Platforms | {
"probability": 0.85,
"spendcategory": "Analytics and Business Intelligence\\Data Analytics Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Analytical Pricing for Pharmaceutical Products\n\nDescription: Utilizing data-driven analytical tools to set and adjust pricing for pharmaceutical products based on market demand and competitive landscape.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Analytics and Business Intelligence\\\\Data Analytics Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Analytical Pricing for Pharmaceutical Products
Description: Utilizing data-driven analytical tools to set and adjust pricing for pharmaceutical products based on market demand and competitive landscape.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Analytics and Business Intelligence\\Data Analytics Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 1 |
a45208a7-39f6-44ca-ae4e-4406d29e7c4a | Secure Data Transmission in Contact Centers | The company ensures secure data transmission protocols are in place to protect customer information during interactions. | Cybersecurity | Identity and Access Management (IAM) | {
"probability": 0.85,
"spendcategory": "Cybersecurity\\Identity and Access Management (IAM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Secure Data Transmission in Contact Centers\n\nDescription: The company ensures secure data transmission protocols are in place to protect customer information during interactions.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Cybersecurity\\\\Identity and Access Management (IAM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Secure Data Transmission in Contact Centers
Description: The company ensures secure data transmission protocols are in place to protect customer information during interactions.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Cybersecurity\\Identity and Access Management (IAM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 19 |
0aa11ef6-68b1-481b-8262-23bd0cc1d49b | Computerized Internal Communication System | The company uses a computerized system for internal communication. | Collaboration and Productivity | Team Collaboration Tools | {
"probability": 0.95,
"spendcategory": "Collaboration and Productivity\\Team Collaboration Tools"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Computerized Internal Communication System\n\nDescription: The company uses a computerized system for internal communication.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Collaboration and Productivity\\\\Team Collaboration Tools\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Computerized Internal Communication System
Description: The company uses a computerized system for internal communication.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Collaboration and Productivity\\Team Collaboration Tools"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 12 |
cb0903c3-dd8c-46f2-a921-7619c42c57a3 | Books | The company uses books as a marketing channel. | Marketing and Advertising | Content Management Systems (CMS) | {
"probability": 0.75,
"spendcategory": "Marketing and Advertising\\Content Management Systems (CMS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Books\n\nDescription: The company uses books as a marketing channel.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Marketing and Advertising\\\\Content Management Systems (CMS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Books
Description: The company uses books as a marketing channel.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Marketing and Advertising\\Content Management Systems (CMS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 44 |
db416c7e-2d19-4bf4-8bcc-832799a8e661 | Informix | The company uses Informix for data management. | Data Management and Integration | Database Management Systems (DBMS) | {
"probability": 0.95,
"spendcategory": "Data Management and Integration\\Database Management Systems (DBMS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Informix\n\nDescription: The company uses Informix for data management.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Data Management and Integration\\\\Database Management Systems (DBMS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Informix
Description: The company uses Informix for data management.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Data Management and Integration\\Database Management Systems (DBMS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 22 |
54bfd11d-3b85-4907-a0c2-1e1d4c7de7bf | Web Trader | Web Trader is an online platform used for executing trades and managing investment portfolios. | Digital Commerce | E-Commerce Platforms | {
"probability": 0.85,
"spendcategory": "Digital Commerce\\E-Commerce Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Web Trader\n\nDescription: Web Trader is an online platform used for executing trades and managing investment portfolios.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Digital Commerce\\\\E-Commerce Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Web Trader
Description: Web Trader is an online platform used for executing trades and managing investment portfolios.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Digital Commerce\\E-Commerce Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 24 |
e6ffd205-d0e8-4a07-9ebe-43917ebd37b4 | VoIP Cost Management | Strategies are in place to manage and reduce the costs associated with VoIP systems. | Unified Communications | VoIP Solutions | {
"probability": 0.95,
"spendcategory": "Unified Communications\\VoIP Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: VoIP Cost Management\n\nDescription: Strategies are in place to manage and reduce the costs associated with VoIP systems.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Unified Communications\\\\VoIP Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: VoIP Cost Management
Description: Strategies are in place to manage and reduce the costs associated with VoIP systems.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Unified Communications\\VoIP Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 54 |
b63cf7bd-ba76-42a0-ae99-d3a3a688d596 | Machine Learning for Process Improvement | Machine learning algorithms analyze process data to identify improvement opportunities automatically. | Artificial Intelligence and Machine Learning | Machine Learning Operations (MLOps) | {
"probability": 0.85,
"spendcategory": "Artificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Machine Learning for Process Improvement\n\nDescription: Machine learning algorithms analyze process data to identify improvement opportunities automatically.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Artificial Intelligence and Machine Learning\\\\Machine Learning Operations (MLOps)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Machine Learning for Process Improvement
Description: Machine learning algorithms analyze process data to identify improvement opportunities automatically.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Artificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 7 |
18761a1d-5940-423e-9638-0864513f139c | IT Risk Assessment | The company conducts IT risk assessments to identify and mitigate potential risks. | Cybersecurity | Security Information and Event Management (SIEM) | {
"probability": 0.85,
"spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: IT Risk Assessment\n\nDescription: The company conducts IT risk assessments to identify and mitigate potential risks.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Cybersecurity\\\\Security Information and Event Management (SIEM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: IT Risk Assessment
Description: The company conducts IT risk assessments to identify and mitigate potential risks.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 20 |
c310432e-a0fd-4451-a144-a31df57268b6 | SIEM for Application Security | Application security is enhanced by integrating SIEM tools to monitor and log all application-related activities. | Cybersecurity | Security Information and Event Management (SIEM) | {
"probability": 0.95,
"spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: SIEM for Application Security\n\nDescription: Application security is enhanced by integrating SIEM tools to monitor and log all application-related activities.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Cybersecurity\\\\Security Information and Event Management (SIEM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: SIEM for Application Security
Description: Application security is enhanced by integrating SIEM tools to monitor and log all application-related activities.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 20 |
ed1865c9-92c1-42d3-9562-63a786fad09d | Weak Signal Networking | The company utilizes weak signal networking technologies for operational purposes. | Internet of Things (IoT) | Industrial IoT Solutions | {
"probability": 0.85,
"spendcategory": "Internet of Things (IoT)\\Industrial IoT Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Weak Signal Networking\n\nDescription: The company utilizes weak signal networking technologies for operational purposes.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Internet of Things (IoT)\\\\Industrial IoT Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Weak Signal Networking
Description: The company utilizes weak signal networking technologies for operational purposes.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Internet of Things (IoT)\\Industrial IoT Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 40 |
8868b7ae-bd67-4695-b30f-f9818b98f08e | Text Mining for Clinical Research | Text mining techniques extract valuable information from clinical texts, aiding in medical research and diagnostics. | Artificial Intelligence and Machine Learning | Natural Language Processing (NLP) | {
"probability": 0.95,
"spendcategory": "Artificial Intelligence and Machine Learning\\Natural Language Processing (NLP)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Text Mining for Clinical Research\n\nDescription: Text mining techniques extract valuable information from clinical texts, aiding in medical research and diagnostics.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Artificial Intelligence and Machine Learning\\\\Natural Language Processing (NLP)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Text Mining for Clinical Research
Description: Text mining techniques extract valuable information from clinical texts, aiding in medical research and diagnostics.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Artificial Intelligence and Machine Learning\\Natural Language Processing (NLP)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 8 |
044b326a-f314-4919-b52e-c75749cf1e6d | Automated Commit Service | Automated Commit Service streamlines the commit process, reducing manual errors and speeding up our development cycles. | Software Development | Version Control Systems | {
"probability": 0.95,
"spendcategory": "Software Development\\Version Control Systems"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Automated Commit Service\n\nDescription: Automated Commit Service streamlines the commit process, reducing manual errors and speeding up our development cycles.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Software Development\\\\Version Control Systems\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Automated Commit Service
Description: Automated Commit Service streamlines the commit process, reducing manual errors and speeding up our development cycles.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Software Development\\Version Control Systems"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 49 |
c262926d-3621-42be-aab4-66a2ac7f91ec | AI-driven Customer Support | The company integrates AI technologies to provide personalized and efficient support to its customers. | Customer Experience (CX) | Customer Service Platforms | {
"probability": 0.95,
"spendcategory": "Customer Experience (CX)\\Customer Service Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: AI-driven Customer Support\n\nDescription: The company integrates AI technologies to provide personalized and efficient support to its customers.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Customer Experience (CX)\\\\Customer Service Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: AI-driven Customer Support
Description: The company integrates AI technologies to provide personalized and efficient support to its customers.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Customer Experience (CX)\\Customer Service Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 16 |
3f55d130-5365-4ebc-a8cb-3bd617ef8c50 | PaaS for Financial Services | Financial services applications are developed and hosted using PaaS to ensure security and regulatory compliance. | Cloud Computing and Infrastructure | Cloud Platform as a Service (PaaS) | {
"probability": 0.95,
"spendcategory": "Cloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: PaaS for Financial Services\n\nDescription: Financial services applications are developed and hosted using PaaS to ensure security and regulatory compliance.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Cloud Computing and Infrastructure\\\\Cloud Platform as a Service (PaaS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: PaaS for Financial Services
Description: Financial services applications are developed and hosted using PaaS to ensure security and regulatory compliance.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Cloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 10 |
aee7d141-d605-484d-96b0-7b2a9fdebab3 | Tech-Free Zones | Tech-free zones are established to encourage face-to-face interactions and digital detox. | Office and Facility Management | Facility Management Services | {
"probability": 0.85,
"spendcategory": "Office and Facility Management\\Facility Management Services"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Tech-Free Zones\n\nDescription: Tech-free zones are established to encourage face-to-face interactions and digital detox.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Office and Facility Management\\\\Facility Management Services\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Tech-Free Zones
Description: Tech-free zones are established to encourage face-to-face interactions and digital detox.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Office and Facility Management\\Facility Management Services"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 62 |
e76e7261-db33-4f4d-abba-cfe2d9667150 | SFA-Enabled Revenue Forecasting | Utilizing the Sales Force Automation system to conduct detailed revenue forecasting and financial planning. | Sales and Revenue Management | Sales Force Automation (SFA) | {
"probability": 0.95,
"spendcategory": "Sales and Revenue Management\\Sales Force Automation (SFA)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: SFA-Enabled Revenue Forecasting\n\nDescription: Utilizing the Sales Force Automation system to conduct detailed revenue forecasting and financial planning.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Sales and Revenue Management\\\\Sales Force Automation (SFA)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: SFA-Enabled Revenue Forecasting
Description: Utilizing the Sales Force Automation system to conduct detailed revenue forecasting and financial planning.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Sales and Revenue Management\\Sales Force Automation (SFA)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 45 |
7dadbe82-9a77-4ec2-b182-7b33caa95d8d | MyFloridaMarketPlace (MFMP) | A platform used by the company for purchasing goods and services. | Supply Chain and Logistics | Procurement Software | {
"probability": 0.95,
"spendcategory": "Supply Chain and Logistics\\Procurement Software"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: MyFloridaMarketPlace (MFMP)\n\nDescription: A platform used by the company for purchasing goods and services.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Supply Chain and Logistics\\\\Procurement Software\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: MyFloridaMarketPlace (MFMP)
Description: A platform used by the company for purchasing goods and services.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Supply Chain and Logistics\\Procurement Software"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 53 |
42e44324-8d84-44d9-8f53-d7066176d750 | Theatre Programs | The company offers theatre programs as part of its fitness and play offerings. | Vertical Industry Solutions | Retail Technology Solutions | {
"probability": 0.75,
"spendcategory": "Vertical Industry Solutions\\Retail Technology Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Theatre Programs\n\nDescription: The company offers theatre programs as part of its fitness and play offerings.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Vertical Industry Solutions\\\\Retail Technology Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Theatre Programs
Description: The company offers theatre programs as part of its fitness and play offerings.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Vertical Industry Solutions\\Retail Technology Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 59 |
769cf3c6-6847-44ff-b601-6ffb426b433a | Cloud-based SIEM Solutions | The company adopts cloud-based SIEM solutions to benefit from scalability and flexibility in managing security data. | Cybersecurity | Security Information and Event Management (SIEM) | {
"probability": 0.95,
"spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Cloud-based SIEM Solutions\n\nDescription: The company adopts cloud-based SIEM solutions to benefit from scalability and flexibility in managing security data.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Cybersecurity\\\\Security Information and Event Management (SIEM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Cloud-based SIEM Solutions
Description: The company adopts cloud-based SIEM solutions to benefit from scalability and flexibility in managing security data.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 20 |
abee3cf2-7a84-4f05-9a66-b1674c5fa504 | Vegan Cookie Assortment | A new assortment of vegan cookies is available, catering to dietary preferences. | Office and Facility Management | Pantry / Snack Solutions | {
"probability": 0.95,
"spendcategory": "Office and Facility Management\\Pantry / Snack Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Vegan Cookie Assortment\n\nDescription: A new assortment of vegan cookies is available, catering to dietary preferences.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Office and Facility Management\\\\Pantry / Snack Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Vegan Cookie Assortment
Description: A new assortment of vegan cookies is available, catering to dietary preferences.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Office and Facility Management\\Pantry / Snack Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 61 |
a81c42ba-a40e-473f-953d-432a02fad028 | Real-Time Data Processing Automation | The company uses advanced algorithms to automate the processing of real-time data, enhancing decision-making and operational efficiency. | Analytics and Business Intelligence | Data Analytics Platforms | {
"probability": 0.85,
"spendcategory": "Analytics and Business Intelligence\\Data Analytics Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Real-Time Data Processing Automation\n\nDescription: The company uses advanced algorithms to automate the processing of real-time data, enhancing decision-making and operational efficiency.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Analytics and Business Intelligence\\\\Data Analytics Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Real-Time Data Processing Automation
Description: The company uses advanced algorithms to automate the processing of real-time data, enhancing decision-making and operational efficiency.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Analytics and Business Intelligence\\Data Analytics Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 1 |
2e345d01-a187-4815-a9ac-25fa6849e33c | HITS program | The company uses the HITS program for inventory data capture. | Supply Chain and Logistics | Warehouse Management Systems (WMS) | {
"probability": 0.85,
"spendcategory": "Supply Chain and Logistics\\Warehouse Management Systems (WMS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: HITS program\n\nDescription: The company uses the HITS program for inventory data capture.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Supply Chain and Logistics\\\\Warehouse Management Systems (WMS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: HITS program
Description: The company uses the HITS program for inventory data capture.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Supply Chain and Logistics\\Warehouse Management Systems (WMS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 51 |
3716c028-dbd1-493d-b66e-857a5532de27 | App-Steuerungen | The company uses App-Steuerungen technology in its products. | Application Development and Delivery | Application Performance Management (APM) | {
"probability": 0.75,
"spendcategory": "Application Development and Delivery\\Application Performance Management (APM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: App-Steuerungen\n\nDescription: The company uses App-Steuerungen technology in its products.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Application Development and Delivery\\\\Application Performance Management (APM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: App-Steuerungen
Description: The company uses App-Steuerungen technology in its products.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Application Development and Delivery\\Application Performance Management (APM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 3 |
6525b82d-134b-40eb-8e1e-08fc907b1928 | Daily Living Assistance (ADL) | The company utilizes ADL support as part of its healthcare services to assist clients in their daily activities. | Vertical Industry Solutions | Healthcare IT Solutions | {
"probability": 0.95,
"spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Daily Living Assistance (ADL)\n\nDescription: The company utilizes ADL support as part of its healthcare services to assist clients in their daily activities.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Daily Living Assistance (ADL)
Description: The company utilizes ADL support as part of its healthcare services to assist clients in their daily activities.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 57 |
f24a7dac-a486-4816-9b22-4f0a41b38445 | Enterprise Performance Management | BI tools are utilized for enterprise performance management to align strategies and operations. | Analytics and Business Intelligence | Business Intelligence (BI) Tools | {
"probability": 0.95,
"spendcategory": "Analytics and Business Intelligence\\Business Intelligence (BI) Tools"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Enterprise Performance Management\n\nDescription: BI tools are utilized for enterprise performance management to align strategies and operations.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Analytics and Business Intelligence\\\\Business Intelligence (BI) Tools\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Enterprise Performance Management
Description: BI tools are utilized for enterprise performance management to align strategies and operations.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Analytics and Business Intelligence\\Business Intelligence (BI) Tools"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 0 |
77209b6a-b9e3-499a-aae1-34c8400bca8b | ITSM Historical Data Analysis | Analysis of historical ITSM data to identify trends and predict future requirements or challenges in IT service management. | Digital Transformation | IT Service Management (ITSM) | {
"probability": 0.95,
"spendcategory": "Digital Transformation\\IT Service Management (ITSM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: ITSM Historical Data Analysis\n\nDescription: Analysis of historical ITSM data to identify trends and predict future requirements or challenges in IT service management.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Digital Transformation\\\\IT Service Management (ITSM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: ITSM Historical Data Analysis
Description: Analysis of historical ITSM data to identify trends and predict future requirements or challenges in IT service management.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Digital Transformation\\IT Service Management (ITSM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 28 |
c3e92092-7995-4c31-a832-6d488bcb550f | MDM Data Enrichment Techniques | Data enrichment techniques are being employed to enhance the value and utility of master data. | Data Management and Integration | Master Data Management (MDM) | {
"probability": 0.95,
"spendcategory": "Data Management and Integration\\Master Data Management (MDM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: MDM Data Enrichment Techniques\n\nDescription: Data enrichment techniques are being employed to enhance the value and utility of master data.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Data Management and Integration\\\\Master Data Management (MDM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: MDM Data Enrichment Techniques
Description: Data enrichment techniques are being employed to enhance the value and utility of master data.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Data Management and Integration\\Master Data Management (MDM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 23 |
57fa9def-ec50-4dee-9551-16349cd437f6 | Azure SSIS Integrated Runtime | The company uses Azure SSIS Integrated Runtime for migrating SSIS packages. | Cloud Computing and Infrastructure | Cloud Platform as a Service (PaaS) | {
"probability": 0.95,
"spendcategory": "Cloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Azure SSIS Integrated Runtime\n\nDescription: The company uses Azure SSIS Integrated Runtime for migrating SSIS packages.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Cloud Computing and Infrastructure\\\\Cloud Platform as a Service (PaaS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Azure SSIS Integrated Runtime
Description: The company uses Azure SSIS Integrated Runtime for migrating SSIS packages.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Cloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 10 |
bb5e3382-1c7c-46b9-b2b6-4b8ef434c0e6 | Rolling Steps | The company provides maintenance, repair, and support services for rolling steps. | Office and Facility Management | Facility Management Services | {
"probability": 0.85,
"spendcategory": "Office and Facility Management\\Facility Management Services"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Rolling Steps\n\nDescription: The company provides maintenance, repair, and support services for rolling steps.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Office and Facility Management\\\\Facility Management Services\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Rolling Steps
Description: The company provides maintenance, repair, and support services for rolling steps.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Office and Facility Management\\Facility Management Services"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 62 |
a0e8d7fe-1107-44d6-8d60-4ff636ba5891 | AWS EKS | The company uses AWS EKS as part of its cloud platform services. | Cloud Computing and Infrastructure | Cloud Platform as a Service (PaaS) | {
"probability": 0.95,
"spendcategory": "Cloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: AWS EKS\n\nDescription: The company uses AWS EKS as part of its cloud platform services.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Cloud Computing and Infrastructure\\\\Cloud Platform as a Service (PaaS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: AWS EKS
Description: The company uses AWS EKS as part of its cloud platform services.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Cloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 10 |
d8bf93d3-54d1-4ce0-b1ed-24b446d24663 | Logistics Cost Calculation | The company uses logistics cost calculation for project planning and management. | Supply Chain and Logistics | Procurement Software | {
"probability": 0.85,
"spendcategory": "Supply Chain and Logistics\\Procurement Software"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Logistics Cost Calculation\n\nDescription: The company uses logistics cost calculation for project planning and management.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Supply Chain and Logistics\\\\Procurement Software\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Logistics Cost Calculation
Description: The company uses logistics cost calculation for project planning and management.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Supply Chain and Logistics\\Procurement Software"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 53 |
931fc798-b815-4941-8036-7968ca948bd9 | IAM Integration with Cloud Services | The company integrates IAM solutions with cloud services to manage identities and access controls seamlessly across on-premises and cloud environments. | Cybersecurity | Identity and Access Management (IAM) | {
"probability": 0.95,
"spendcategory": "Cybersecurity\\Identity and Access Management (IAM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: IAM Integration with Cloud Services\n\nDescription: The company integrates IAM solutions with cloud services to manage identities and access controls seamlessly across on-premises and cloud environments.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Cybersecurity\\\\Identity and Access Management (IAM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: IAM Integration with Cloud Services
Description: The company integrates IAM solutions with cloud services to manage identities and access controls seamlessly across on-premises and cloud environments.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Cybersecurity\\Identity and Access Management (IAM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 19 |
69755e3e-27d4-4b46-afb7-cb25e26f6c2a | FLTMPS | FLTMPS is a tool used by the USMC for tracking maintenance data. | Vertical Industry Solutions | Healthcare IT Solutions | {
"probability": 0.75,
"spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: FLTMPS\n\nDescription: FLTMPS is a tool used by the USMC for tracking maintenance data.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: FLTMPS
Description: FLTMPS is a tool used by the USMC for tracking maintenance data.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 57 |
572fed52-8831-4c11-bc72-664193dae1de | Président | Président is one of the company's dairy products. | Vertical Industry Solutions | Retail Technology Solutions | {
"probability": 0.85,
"spendcategory": "Vertical Industry Solutions\\Retail Technology Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Président\n\nDescription: Président is one of the company's dairy products.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Vertical Industry Solutions\\\\Retail Technology Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Président
Description: Président is one of the company's dairy products.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Vertical Industry Solutions\\Retail Technology Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 59 |
6d1a0b3b-2d85-41f9-a3f0-0948cb275622 | CYBERSAFE | The company uses CYBERSAFE for promoting information security awareness and best practices. | Cybersecurity | Security Information and Event Management (SIEM) | {
"probability": 0.85,
"spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: CYBERSAFE\n\nDescription: The company uses CYBERSAFE for promoting information security awareness and best practices.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Cybersecurity\\\\Security Information and Event Management (SIEM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: CYBERSAFE
Description: The company uses CYBERSAFE for promoting information security awareness and best practices.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 20 |
f20c92ae-69eb-4c1f-9e2a-8dbf7e5009bf | Saxoline | This is one of the bag brands under the company. | Vertical Industry Solutions | Retail Technology Solutions | {
"probability": 0.85,
"spendcategory": "Vertical Industry Solutions\\Retail Technology Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Saxoline\n\nDescription: This is one of the bag brands under the company.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Vertical Industry Solutions\\\\Retail Technology Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Saxoline
Description: This is one of the bag brands under the company.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Vertical Industry Solutions\\Retail Technology Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 59 |
0046bf29-00e5-4826-a861-3342444a82df | Advanced Routing Techniques | Implementing advanced routing techniques to improve network efficiency. | Information Technology Operations | Network Monitoring Tools | {
"probability": 0.85,
"spendcategory": "Information Technology Operations\\Network Monitoring Tools"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Advanced Routing Techniques\n\nDescription: Implementing advanced routing techniques to improve network efficiency.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Information Technology Operations\\\\Network Monitoring Tools\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Advanced Routing Techniques
Description: Implementing advanced routing techniques to improve network efficiency.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Information Technology Operations\\Network Monitoring Tools"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 37 |
5d02cc70-783b-48a0-a3bd-271ef2e41497 | Process Simulation Technologies | The company utilizes process simulation technologies as part of its technical databases and software solutions. | Artificial Intelligence and Machine Learning | AI Development Platforms | {
"probability": 0.75,
"spendcategory": "Artificial Intelligence and Machine Learning\\AI Development Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Process Simulation Technologies\n\nDescription: The company utilizes process simulation technologies as part of its technical databases and software solutions.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Artificial Intelligence and Machine Learning\\\\AI Development Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Process Simulation Technologies
Description: The company utilizes process simulation technologies as part of its technical databases and software solutions.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Artificial Intelligence and Machine Learning\\AI Development Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 6 |
8525520e-9e4e-43bc-91ca-43ffae880c37 | Predictive Analytics in Marketing | The company integrates predictive analytics with marketing automation to forecast future customer behaviors and preferences. | Marketing and Advertising | Marketing Automation | {
"probability": 0.95,
"spendcategory": "Marketing and Advertising\\Marketing Automation"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Predictive Analytics in Marketing\n\nDescription: The company integrates predictive analytics with marketing automation to forecast future customer behaviors and preferences.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Marketing and Advertising\\\\Marketing Automation\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Predictive Analytics in Marketing
Description: The company integrates predictive analytics with marketing automation to forecast future customer behaviors and preferences.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Marketing and Advertising\\Marketing Automation"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 42 |
5ebdbeaf-01bb-4ff3-b330-cc62618a8562 | Gymboree Classes | The company offers Gymboree classes, which include age-appropriate play activities, songs, parachute play, and bubbles. | Vertical Industry Solutions | Healthcare IT Solutions | {
"probability": 0.65,
"spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Gymboree Classes\n\nDescription: The company offers Gymboree classes, which include age-appropriate play activities, songs, parachute play, and bubbles.",
"role": "user"
},
{
"content": "{\"probability\": 0.65, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Gymboree Classes
Description: The company offers Gymboree classes, which include age-appropriate play activities, songs, parachute play, and bubbles.<|im_end|>
<|im_start|>assistant
{"probability": 0.65, "spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 57 |
c582adb4-c732-48c8-b683-e34ddd4ad4a6 | TMS for E-commerce Logistics | The company leverages TMS to optimize e-commerce logistics, enhancing delivery speed and customer satisfaction. | Supply Chain and Logistics | Transportation Management Systems (TMS) | {
"probability": 0.98,
"spendcategory": "Supply Chain and Logistics\\Transportation Management Systems (TMS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: TMS for E-commerce Logistics\n\nDescription: The company leverages TMS to optimize e-commerce logistics, enhancing delivery speed and customer satisfaction.",
"role": "user"
},
{
"content": "{\"probability\": 0.98, \"spendcategory\": \"Supply Chain and Logistics\\\\Transportation Management Systems (TMS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: TMS for E-commerce Logistics
Description: The company leverages TMS to optimize e-commerce logistics, enhancing delivery speed and customer satisfaction.<|im_end|>
<|im_start|>assistant
{"probability": 0.98, "spendcategory": "Supply Chain and Logistics\\Transportation Management Systems (TMS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 52 |
9130827e-0233-452e-966c-1e6004ca3a74 | Dalle | The company uses dalle as a material in their construction processes. | Office and Facility Management | Facility Management Services | {
"probability": 0.75,
"spendcategory": "Office and Facility Management\\Facility Management Services"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Dalle\n\nDescription: The company uses dalle as a material in their construction processes.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Office and Facility Management\\\\Facility Management Services\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Dalle
Description: The company uses dalle as a material in their construction processes.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Office and Facility Management\\Facility Management Services"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 62 |
a9f6987c-f582-4b04-aba6-e196696b24da | IaaS Scalability Testing | Conducting scalability testing to ensure our IaaS solutions can handle anticipated client load and performance needs. | Cloud Computing and Infrastructure | Cloud Infrastructure as a Service (IaaS) | {
"probability": 0.95,
"spendcategory": "Cloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: IaaS Scalability Testing\n\nDescription: Conducting scalability testing to ensure our IaaS solutions can handle anticipated client load and performance needs.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Cloud Computing and Infrastructure\\\\Cloud Infrastructure as a Service (IaaS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: IaaS Scalability Testing
Description: Conducting scalability testing to ensure our IaaS solutions can handle anticipated client load and performance needs.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Cloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 9 |
d17b1238-65ff-4df3-93fb-a51a4bc8c0c8 | End-to-end Network Encryption | Providing end-to-end encryption across the network to secure data transmissions. | Cybersecurity | Endpoint Security | {
"probability": 0.85,
"spendcategory": "Cybersecurity\\Endpoint Security"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: End-to-end Network Encryption\n\nDescription: Providing end-to-end encryption across the network to secure data transmissions.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Cybersecurity\\\\Endpoint Security\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: End-to-end Network Encryption
Description: Providing end-to-end encryption across the network to secure data transmissions.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Cybersecurity\\Endpoint Security"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 18 |
d7ee65b8-9dad-4f8a-bb2e-3f0a2da5bbda | Pick M Up | The company uses Pick M Up for customer service. | Customer Experience (CX) | Customer Service Platforms | {
"probability": 0.95,
"spendcategory": "Customer Experience (CX)\\Customer Service Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Pick M Up\n\nDescription: The company uses Pick M Up for customer service.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Customer Experience (CX)\\\\Customer Service Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Pick M Up
Description: The company uses Pick M Up for customer service.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Customer Experience (CX)\\Customer Service Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 16 |
d31ccabf-5288-4c62-9306-d693bb1c1531 | Flash Sales and Promotions | The company regularly hosts flash sales and promotions to boost engagement and sales on its e-commerce site. | Digital Commerce | E-Commerce Platforms | {
"probability": 0.95,
"spendcategory": "Digital Commerce\\E-Commerce Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Flash Sales and Promotions\n\nDescription: The company regularly hosts flash sales and promotions to boost engagement and sales on its e-commerce site.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Digital Commerce\\\\E-Commerce Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Flash Sales and Promotions
Description: The company regularly hosts flash sales and promotions to boost engagement and sales on its e-commerce site.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Digital Commerce\\E-Commerce Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 24 |
38adf570-58e3-4a65-9b83-af2aa637f25b | Macs complete | Advanced knowledge of Macs complete is desirable for the role. | Information Technology Operations | IT Operations Management (ITOM) | {
"probability": 0.75,
"spendcategory": "Information Technology Operations\\IT Operations Management (ITOM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Macs complete\n\nDescription: Advanced knowledge of Macs complete is desirable for the role.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Information Technology Operations\\\\IT Operations Management (ITOM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Macs complete
Description: Advanced knowledge of Macs complete is desirable for the role.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Information Technology Operations\\IT Operations Management (ITOM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 36 |
1d96d0e7-e646-415f-8354-9c41c8cd189a | Logical Design | The company utilizes logical design technologies in their operations. | Application Development and Delivery | Low-Code Development Platforms | {
"probability": 0.75,
"spendcategory": "Application Development and Delivery\\Low-Code Development Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Logical Design\n\nDescription: The company utilizes logical design technologies in their operations.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Application Development and Delivery\\\\Low-Code Development Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Logical Design
Description: The company utilizes logical design technologies in their operations.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Application Development and Delivery\\Low-Code Development Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 5 |
ec5d0644-6c83-4a88-96a2-e8a72bcffd05 | Cross-Platform Marketing Automation | The company employs a unified marketing automation system that integrates and manages campaigns across all digital platforms. | Marketing and Advertising | Marketing Automation | {
"probability": 0.95,
"spendcategory": "Marketing and Advertising\\Marketing Automation"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Cross-Platform Marketing Automation\n\nDescription: The company employs a unified marketing automation system that integrates and manages campaigns across all digital platforms.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Marketing and Advertising\\\\Marketing Automation\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Cross-Platform Marketing Automation
Description: The company employs a unified marketing automation system that integrates and manages campaigns across all digital platforms.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Marketing and Advertising\\Marketing Automation"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 42 |
51b892ef-8a9c-4606-82ec-4634df64ed17 | WealthEngine | The company uses WealthEngine as a wealth screening tool for donor management. | Vertical Industry Solutions | Financial Services Software | {
"probability": 0.85,
"spendcategory": "Vertical Industry Solutions\\Financial Services Software"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: WealthEngine\n\nDescription: The company uses WealthEngine as a wealth screening tool for donor management.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Vertical Industry Solutions\\\\Financial Services Software\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: WealthEngine
Description: The company uses WealthEngine as a wealth screening tool for donor management.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Vertical Industry Solutions\\Financial Services Software"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 58 |
7e62558d-1bfa-4a62-b5ea-134fb67a0b02 | Gogs | Gogs provides a self-hosted Git service that is lightweight and easy to deploy within our internal networks. | Software Development | Version Control Systems | {
"probability": 0.95,
"spendcategory": "Software Development\\Version Control Systems"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Gogs\n\nDescription: Gogs provides a self-hosted Git service that is lightweight and easy to deploy within our internal networks.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Software Development\\\\Version Control Systems\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Gogs
Description: Gogs provides a self-hosted Git service that is lightweight and easy to deploy within our internal networks.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Software Development\\Version Control Systems"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 49 |
b56ebec8-1978-4e4d-b57b-a0bb52a62a6d | InFor POS | The company uses InFor POS as an ERP or inventory management system. | Enterprise Resource Planning (ERP) | Supply Chain Management (SCM) | {
"probability": 0.85,
"spendcategory": "Enterprise Resource Planning (ERP)\\Supply Chain Management (SCM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: InFor POS\n\nDescription: The company uses InFor POS as an ERP or inventory management system.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Enterprise Resource Planning (ERP)\\\\Supply Chain Management (SCM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: InFor POS
Description: The company uses InFor POS as an ERP or inventory management system.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Enterprise Resource Planning (ERP)\\Supply Chain Management (SCM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 32 |
596cb8ae-922f-4437-827a-028d00846533 | Ellipsometer | The company uses ellipsometers in their operations. | Vertical Industry Solutions | Healthcare IT Solutions | {
"probability": 0.65,
"spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Ellipsometer\n\nDescription: The company uses ellipsometers in their operations.",
"role": "user"
},
{
"content": "{\"probability\": 0.65, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Ellipsometer
Description: The company uses ellipsometers in their operations.<|im_end|>
<|im_start|>assistant
{"probability": 0.65, "spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 57 |
dbc8900e-50db-4e81-987f-b6fa0ad3e0d2 | Maintenance of Betting Machines | The company performs preventive maintenance tasks on the betting machines at the point of sale to ensure their availability. | Vertical Industry Solutions | Retail Technology Solutions | {
"probability": 0.85,
"spendcategory": "Vertical Industry Solutions\\Retail Technology Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Maintenance of Betting Machines\n\nDescription: The company performs preventive maintenance tasks on the betting machines at the point of sale to ensure their availability.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Vertical Industry Solutions\\\\Retail Technology Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Maintenance of Betting Machines
Description: The company performs preventive maintenance tasks on the betting machines at the point of sale to ensure their availability.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Vertical Industry Solutions\\Retail Technology Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 59 |
87067713-5c1b-455f-8916-6b41aefcdcf2 | IoT for Home Security | The company offers IoT solutions for enhancing home security through connected devices and sensors. | Internet of Things (IoT) | Smart Home Technologies | {
"probability": 0.95,
"spendcategory": "Internet of Things (IoT)\\Smart Home Technologies"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: IoT for Home Security\n\nDescription: The company offers IoT solutions for enhancing home security through connected devices and sensors.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Internet of Things (IoT)\\\\Smart Home Technologies\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: IoT for Home Security
Description: The company offers IoT solutions for enhancing home security through connected devices and sensors.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Internet of Things (IoT)\\Smart Home Technologies"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 41 |
9e96b5e5-32b8-490b-abab-7c6e8bf33847 | Viator Platform | The company's main product is its platform, which provides a marketplace for travelers to book tours, experiences, and activities. | Digital Commerce | Digital Marketplaces | {
"probability": 0.95,
"spendcategory": "Digital Commerce\\Digital Marketplaces"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Viator Platform\n\nDescription: The company's main product is its platform, which provides a marketplace for travelers to book tours, experiences, and activities.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Digital Commerce\\\\Digital Marketplaces\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Viator Platform
Description: The company's main product is its platform, which provides a marketplace for travelers to book tours, experiences, and activities.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Digital Commerce\\Digital Marketplaces"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 26 |
52677f81-ffc6-4938-91f5-8d1a1507f68b | Customizable User Experience Platform | This platform allows customers to customize their user experience to better meet their service expectations. | Customer Experience (CX) | Experience Management Platforms | {
"probability": 0.95,
"spendcategory": "Customer Experience (CX)\\Experience Management Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Customizable User Experience Platform\n\nDescription: This platform allows customers to customize their user experience to better meet their service expectations.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Customer Experience (CX)\\\\Experience Management Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Customizable User Experience Platform
Description: This platform allows customers to customize their user experience to better meet their service expectations.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Customer Experience (CX)\\Experience Management Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 17 |
f447c791-b66d-4a5c-a3bc-f85f9f1b8fe7 | Hourly Wage Tracker | A system that tracks hourly wages to ensure accurate payment and overtime compensation. | Human Resource Management (HRM) | Payroll Software | {
"probability": 0.95,
"spendcategory": "Human Resource Management (HRM)\\Payroll Software"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Hourly Wage Tracker\n\nDescription: A system that tracks hourly wages to ensure accurate payment and overtime compensation.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Human Resource Management (HRM)\\\\Payroll Software\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Hourly Wage Tracker
Description: A system that tracks hourly wages to ensure accurate payment and overtime compensation.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Human Resource Management (HRM)\\Payroll Software"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 34 |
b10efa30-a925-43b0-bd61-c8ea983820d1 | Automated Customer Service Tutorials | The company provides automated tutorials for customer self-service to enhance user experience and reduce workload on agents. | Customer Experience (CX) | Customer Service Platforms | {
"probability": 0.85,
"spendcategory": "Customer Experience (CX)\\Customer Service Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Automated Customer Service Tutorials\n\nDescription: The company provides automated tutorials for customer self-service to enhance user experience and reduce workload on agents.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Customer Experience (CX)\\\\Customer Service Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Automated Customer Service Tutorials
Description: The company provides automated tutorials for customer self-service to enhance user experience and reduce workload on agents.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Customer Experience (CX)\\Customer Service Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 16 |
9de205cc-c496-4cad-839a-b12a540d89bd | Remote's Total Rewards Programs | The company implements and administers global total rewards programs, ensuring compliance and competitiveness. | Human Resource Management (HRM) | Talent Management Systems | {
"probability": 0.85,
"spendcategory": "Human Resource Management (HRM)\\Talent Management Systems"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Remote's Total Rewards Programs\n\nDescription: The company implements and administers global total rewards programs, ensuring compliance and competitiveness.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Human Resource Management (HRM)\\\\Talent Management Systems\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Remote's Total Rewards Programs
Description: The company implements and administers global total rewards programs, ensuring compliance and competitiveness.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Human Resource Management (HRM)\\Talent Management Systems"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 33 |
a3b3ba48-d20e-40ea-aee8-64dd4f63036a | Unified Communications Platforms | Unified communications platforms are used to integrate voice, messaging, and video communications. | Unified Communications | Contact Center Software | {
"probability": 0.75,
"spendcategory": "Unified Communications\\Contact Center Software"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Unified Communications Platforms\n\nDescription: Unified communications platforms are used to integrate voice, messaging, and video communications.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Unified Communications\\\\Contact Center Software\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Unified Communications Platforms
Description: Unified communications platforms are used to integrate voice, messaging, and video communications.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Unified Communications\\Contact Center Software"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 56 |
d827e5a7-ab0c-4a49-90f0-a59a2cba2e81 | ML for Weather Prediction Models | The company deploys machine learning operations to enhance the accuracy of weather forecasting models. | Artificial Intelligence and Machine Learning | Machine Learning Operations (MLOps) | {
"probability": 0.95,
"spendcategory": "Artificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: ML for Weather Prediction Models\n\nDescription: The company deploys machine learning operations to enhance the accuracy of weather forecasting models.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Artificial Intelligence and Machine Learning\\\\Machine Learning Operations (MLOps)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: ML for Weather Prediction Models
Description: The company deploys machine learning operations to enhance the accuracy of weather forecasting models.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Artificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 7 |
72b181c9-bcec-434b-9e96-6571bfe3b84a | Payment Gateway for Fitness Centers | The company provides a payment gateway specifically for fitness centers, simplifying membership and service payments. | Digital Commerce | Payment Gateways | {
"probability": 0.95,
"spendcategory": "Digital Commerce\\Payment Gateways"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Payment Gateway for Fitness Centers\n\nDescription: The company provides a payment gateway specifically for fitness centers, simplifying membership and service payments.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Digital Commerce\\\\Payment Gateways\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Payment Gateway for Fitness Centers
Description: The company provides a payment gateway specifically for fitness centers, simplifying membership and service payments.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Digital Commerce\\Payment Gateways"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 25 |