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
|
---|---|---|---|---|---|---|---|---|---|
ea2b125c-fb25-4675-b574-3220840dad41 | Vehicle Park System | The company uses a vehicle park system for fleet management. | Supply Chain and Logistics | Transportation Management Systems (TMS) | {
"probability": 0.85,
"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: Vehicle Park System\n\nDescription: The company uses a vehicle park system for fleet management.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"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: Vehicle Park System
Description: The company uses a vehicle park system for fleet management.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "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 |
dad895e8-2e25-4f19-b6ce-db33a4760af8 | OnePark | The company uses OnePark as a platform for managing parking contracts. | 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: OnePark\n\nDescription: The company uses OnePark as a platform for managing parking contracts.",
"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: OnePark
Description: The company uses OnePark as a platform for managing parking contracts.<|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 |
79066bc4-8bda-464b-9a38-a128c1334854 | Project Tracker Plus | An advanced tool for tracking project progress, budget expenditure, and resource allocation in real time. | Collaboration and Productivity | Project Management Software | {
"probability": 0.95,
"spendcategory": "Collaboration and Productivity\\Project Management 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: Project Tracker Plus\n\nDescription: An advanced tool for tracking project progress, budget expenditure, and resource allocation in real time.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Collaboration and Productivity\\\\Project Management 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: Project Tracker Plus
Description: An advanced tool for tracking project progress, budget expenditure, and resource allocation in real time.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Collaboration and Productivity\\Project Management 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
] | 13 |
60ae59b3-0284-4d0f-8122-7641919fe1f5 | Food Menu Creation | The company focuses on creative food menu development. | 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: Food Menu Creation\n\nDescription: The company focuses on creative food menu development.",
"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: Food Menu Creation
Description: The company focuses on creative food menu development.<|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 |
412bf88a-af3e-4561-82a5-4287c2c2d3f7 | Peak Pricing Strategy | The company implements a peak pricing strategy during high-demand periods to maximize revenue. | Sales and Revenue Management | Revenue Management Systems | {
"probability": 0.95,
"spendcategory": "Sales and Revenue Management\\Revenue 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: Peak Pricing Strategy\n\nDescription: The company implements a peak pricing strategy during high-demand periods to maximize revenue.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Sales and Revenue Management\\\\Revenue 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: Peak Pricing Strategy
Description: The company implements a peak pricing strategy during high-demand periods to maximize revenue.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Sales and Revenue Management\\Revenue 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
] | 46 |
880aea46-9c96-4d54-a54b-94cc9fe6dc2f | Video Game Consoles | Video game consoles are set up in common areas for entertainment and team bonding. | Office and Facility Management | Office Amenities | {
"probability": 0.95,
"spendcategory": "Office and Facility Management\\Office Amenities"
} | [
{
"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: Video Game Consoles\n\nDescription: Video game consoles are set up in common areas for entertainment and team bonding.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Office and Facility Management\\\\Office Amenities\"}",
"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: Video Game Consoles
Description: Video game consoles are set up in common areas for entertainment and team bonding.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Office and Facility Management\\Office Amenities"}<|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
] | 60 |
1f22ba7a-6c6e-4ffd-a5fe-dc73365d2cfd | Heat Sealing | The company utilizes heat sealing as part of their product development process. | Application Development and Delivery | DevOps Tools | {
"probability": 0.65,
"spendcategory": "Application Development and Delivery\\DevOps 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: Heat Sealing\n\nDescription: The company utilizes heat sealing as part of their product development process.",
"role": "user"
},
{
"content": "{\"probability\": 0.65, \"spendcategory\": \"Application Development and Delivery\\\\DevOps 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: Heat Sealing
Description: The company utilizes heat sealing as part of their product development process.<|im_end|>
<|im_start|>assistant
{"probability": 0.65, "spendcategory": "Application Development and Delivery\\DevOps 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
] | 4 |
f7cbad4c-73c3-4ffc-8a17-8f153a769e85 | IoT Healthcare Solutions | The company offers IoT platforms for remote patient monitoring and healthcare data management. | Internet of Things (IoT) | IoT Platforms | {
"probability": 0.85,
"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: IoT Healthcare Solutions\n\nDescription: The company offers IoT platforms for remote patient monitoring and healthcare data management.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"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: IoT Healthcare Solutions
Description: The company offers IoT platforms for remote patient monitoring and healthcare data management.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "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 |
b29cb6cd-d8ff-4b1f-b62a-41ba73531867 | Deveo | Deveo is employed by our company to manage code repositories, with support for Git, Subversion, and Mercurial. | 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: Deveo\n\nDescription: Deveo is employed by our company to manage code repositories, with support for Git, Subversion, and Mercurial.",
"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: Deveo
Description: Deveo is employed by our company to manage code repositories, with support for Git, Subversion, and Mercurial.<|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 |
5ee915a3-ca99-4fe5-8320-ae4f05b9a22a | TecSa Equipment | The company uses TecSa Equipment in its operations. | 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: TecSa Equipment\n\nDescription: The company uses TecSa Equipment in its operations.",
"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: TecSa Equipment
Description: The company uses TecSa Equipment in its operations.<|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 |
9186f4f6-bb68-43ba-b14e-dcb020278ded | Traçage | The company uses drawing techniques. | Digital Commerce | Digital Marketplaces | {
"probability": 0.75,
"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: Traçage\n\nDescription: The company uses drawing techniques.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"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: Traçage
Description: The company uses drawing techniques.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "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 |
a4801460-762c-4af9-88c4-9f056cc4b108 | Serenusa Resort | The company operates the Serenusa Resort, a hotel and resort located in Licata, Sicily. | 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: Serenusa Resort\n\nDescription: The company operates the Serenusa Resort, a hotel and resort located in Licata, Sicily.",
"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: Serenusa Resort
Description: The company operates the Serenusa Resort, a hotel and resort located in Licata, Sicily.<|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 |
d0e6a953-e9a9-450e-b08d-3f53e3d0ea2a | CLEVA V14 RCP | The company uses CLEVA V14 RCP for maintenance and evolution. | 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: CLEVA V14 RCP\n\nDescription: The company uses CLEVA V14 RCP for maintenance and evolution.",
"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: CLEVA V14 RCP
Description: The company uses CLEVA V14 RCP for maintenance and evolution.<|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 |
fa185282-aa70-4005-b78e-462e57912f3f | Packet Tracer | Packet Tracer is a networking simulation and visualization software used by the company. | 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: Packet Tracer\n\nDescription: Packet Tracer is a networking simulation and visualization software used by the company.",
"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: Packet Tracer
Description: Packet Tracer is a networking simulation and visualization software used by the company.<|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 |
773b2680-02b5-4323-aabc-a8d9e7496f46 | Using Neo4j for Graph Database Management | Neo4j is employed to manage graph databases that store and process data in the form of graphs instead of tables. | 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: Using Neo4j for Graph Database Management\n\nDescription: Neo4j is employed to manage graph databases that store and process data in the form of graphs instead of tables.",
"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: Using Neo4j for Graph Database Management
Description: Neo4j is employed to manage graph databases that store and process data in the form of graphs instead of tables.<|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 |
68d8565c-1e5d-456e-90d5-f69d0417575e | Real-time Marketing Automation | Marketing campaigns are managed through an automated system that adjusts strategies based on real-time data analysis. | 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: Real-time Marketing Automation\n\nDescription: Marketing campaigns are managed through an automated system that adjusts strategies based on real-time data analysis.",
"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: Real-time Marketing Automation
Description: Marketing campaigns are managed through an automated system that adjusts strategies based on real-time data analysis.<|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 |
e2d562d5-d764-4e17-b818-9c0722a2340b | CX Impact Analysis Suite | A suite of tools that analyze the impact of different customer experience initiatives, helping prioritize actions based on business impact. | 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: CX Impact Analysis Suite\n\nDescription: A suite of tools that analyze the impact of different customer experience initiatives, helping prioritize actions based on business impact.",
"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: CX Impact Analysis Suite
Description: A suite of tools that analyze the impact of different customer experience initiatives, helping prioritize actions based on business impact.<|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 |
00227172-ff0c-4faf-aaf5-1ef3254b5869 | Interactive Sales Funnel Analysis | The company uses interactive sales funnel visualizations to identify bottlenecks and optimize conversion rates. | 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: Interactive Sales Funnel Analysis\n\nDescription: The company uses interactive sales funnel visualizations to identify bottlenecks and optimize conversion rates.",
"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: Interactive Sales Funnel Analysis
Description: The company uses interactive sales funnel visualizations to identify bottlenecks and optimize conversion rates.<|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 |
a87555ee-ad18-4bcb-bee3-8e8d615f0d5c | Standard Business Contract Template | The company uses a standard business contract template for their legal affairs. | Digital Transformation | Digital Strategy Consulting | {
"probability": 0.75,
"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: Standard Business Contract Template\n\nDescription: The company uses a standard business contract template for their legal affairs.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"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: Standard Business Contract Template
Description: The company uses a standard business contract template for their legal affairs.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "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 |
0558f09c-a614-437e-b6cb-e016e1b2ef9f | Sicherheitenbewertung | The company uses security valuation in its operations. | 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: Sicherheitenbewertung\n\nDescription: The company uses security valuation in its operations.",
"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: Sicherheitenbewertung
Description: The company uses security valuation in its operations.<|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 |
5c19760f-e1fc-43be-b9d6-812f542cea10 | Thermal Exchanges | The company uses thermal exchanges in their energy solutions. | 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: Thermal Exchanges\n\nDescription: The company uses thermal exchanges in their energy solutions.",
"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: Thermal Exchanges
Description: The company uses thermal exchanges in their energy solutions.<|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 |
f6012d4e-99df-453f-994e-961ee2c7ee5c | Payroll Tax Automation | Automation of payroll tax calculations and submissions to reduce errors and save time. | 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: Payroll Tax Automation\n\nDescription: Automation of payroll tax calculations and submissions to reduce errors and save time.",
"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: Payroll Tax Automation
Description: Automation of payroll tax calculations and submissions to reduce errors and save time.<|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 |
cf249962-8eab-409b-bb02-01dc7e08d78b | Mandarin | The company requires proficiency in Mandarin as part of its language requirements. | 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: Mandarin\n\nDescription: The company requires proficiency in Mandarin as part of its language requirements.",
"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: Mandarin
Description: The company requires proficiency in Mandarin as part of its language requirements.<|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 |
dbaa3728-e71a-4229-abde-c56784e2621f | Shelving Units | The company produces and sells medium and high-load shelving units. | 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: Shelving Units\n\nDescription: The company produces and sells medium and high-load shelving units.",
"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: Shelving Units
Description: The company produces and sells medium and high-load shelving units.<|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 |
1d4981ad-c2ed-402b-9fa7-8fb455561b40 | Contract Specifications for Building Services | The company uses contract specifications for building services. | Office and Facility Management | Facility Management Services | {
"probability": 0.95,
"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: Contract Specifications for Building Services\n\nDescription: The company uses contract specifications for building services.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"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: Contract Specifications for Building Services
Description: The company uses contract specifications for building services.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "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 |
ad60ef8b-3034-4579-bc63-eaca83dc859c | Protection Components | The company is involved in the planning and construction of protection components as part of their technical services. | Cybersecurity | Endpoint Security | {
"probability": 0.75,
"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: Protection Components\n\nDescription: The company is involved in the planning and construction of protection components as part of their technical services.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"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: Protection Components
Description: The company is involved in the planning and construction of protection components as part of their technical services.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "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 |
96465d59-f6b4-4b6b-9718-df94403c4a34 | NLP Platform Integration with IVR | The company has experience in integrating NLP platforms with IVR systems. | 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: NLP Platform Integration with IVR\n\nDescription: The company has experience in integrating NLP platforms with IVR systems.",
"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: NLP Platform Integration with IVR
Description: The company has experience in integrating NLP platforms with IVR systems.<|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 |
dfd4c809-566a-4bb4-af7c-0c53f151acb8 | Sid Meier’s Civilization | Sid Meier’s Civilization is a turn-based strategy video game series. It is one of the company's flagship titles. | Software Development | Integrated Development Environments (IDEs) | {
"probability": 0.75,
"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: Sid Meier’s Civilization\n\nDescription: Sid Meier’s Civilization is a turn-based strategy video game series. It is one of the company's flagship titles.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"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: Sid Meier’s Civilization
Description: Sid Meier’s Civilization is a turn-based strategy video game series. It is one of the company's flagship titles.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "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 |
8f4d59a5-78e3-4d6f-bc33-558ef32d74a1 | Tax CMS | An internal corporate tax control system used for documentation and management of intercompany transactions and tax reporting. | Information Technology Operations | IT Asset Management | {
"probability": 0.75,
"spendcategory": "Information Technology Operations\\IT Asset Management"
} | [
{
"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: Tax CMS\n\nDescription: An internal corporate tax control system used for documentation and management of intercompany transactions and tax reporting.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Information Technology Operations\\\\IT Asset Management\"}",
"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: Tax CMS
Description: An internal corporate tax control system used for documentation and management of intercompany transactions and tax reporting.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Information Technology Operations\\IT Asset Management"}<|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
] | 38 |
66897dd9-c036-495a-8a67-a4626877e128 | Enterprise Backup/Restore Architectures | The company uses enterprise backup/restore architectures. | 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: Enterprise Backup/Restore Architectures\n\nDescription: The company uses enterprise backup/restore architectures.",
"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: Enterprise Backup/Restore Architectures
Description: The company uses enterprise backup/restore architectures.<|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 |
6bb2acaa-e760-4bb3-92e5-dfb7302f6fd7 | Credit Management in Dynamics AX | The company manages its credit operations effectively using Dynamics AX to minimize credit risk. | Enterprise Resource Planning (ERP) | Financial Management Systems | {
"probability": 0.95,
"spendcategory": "Enterprise Resource Planning (ERP)\\Financial 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: Credit Management in Dynamics AX\n\nDescription: The company manages its credit operations effectively using Dynamics AX to minimize credit risk.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Enterprise Resource Planning (ERP)\\\\Financial 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: Credit Management in Dynamics AX
Description: The company manages its credit operations effectively using Dynamics AX to minimize credit risk.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Enterprise Resource Planning (ERP)\\Financial 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
] | 30 |
0c31fd80-3a60-4b13-a4e9-d308d3bb0c5b | Product Architecture Principles | The company utilizes product architecture principles in its regional IT initiatives. | Digital Transformation | IT Service Management (ITSM) | {
"probability": 0.75,
"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: Product Architecture Principles\n\nDescription: The company utilizes product architecture principles in its regional IT initiatives.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"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: Product Architecture Principles
Description: The company utilizes product architecture principles in its regional IT initiatives.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "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 |
81f79a8f-06e9-4c1f-ac45-9bfb69bff206 | Ultrasonic Humidification products | The company uses Ultrasonic Humidification products. | 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: Ultrasonic Humidification products\n\nDescription: The company uses Ultrasonic Humidification products.",
"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: Ultrasonic Humidification products
Description: The company uses Ultrasonic Humidification products.<|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 |
1aa29c1f-ac40-4487-9fe5-947afcf262a3 | Git Extensions | Git Extensions is a graphical user interface for Git that allows our team to control Git without using the command line. | 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: Git Extensions\n\nDescription: Git Extensions is a graphical user interface for Git that allows our team to control Git without using the command line.",
"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: Git Extensions
Description: Git Extensions is a graphical user interface for Git that allows our team to control Git without using the command line.<|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 |
69618a1c-2e6e-4b23-96cd-4118900b9b72 | Customer Impact Reporting | Reports are generated to assess the impact of customer service interventions on customer satisfaction. | 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: Customer Impact Reporting\n\nDescription: Reports are generated to assess the impact of customer service interventions on customer satisfaction.",
"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: Customer Impact Reporting
Description: Reports are generated to assess the impact of customer service interventions on customer satisfaction.<|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 |
a511acef-dbec-45c6-bba2-823eb1ecfa8f | Scrap Note | The company uses scrap notes for tracking and reporting. | Collaboration and Productivity | Document Management Systems | {
"probability": 0.85,
"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: Scrap Note\n\nDescription: The company uses scrap notes for tracking and reporting.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"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: Scrap Note
Description: The company uses scrap notes for tracking and reporting.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "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 |
d745e43b-6465-4fcf-976b-6582b4ae2500 | Painting Liquids | The company uses painting liquids for application. | 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: Painting Liquids\n\nDescription: The company uses painting liquids for application.",
"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: Painting Liquids
Description: The company uses painting liquids for application.<|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 |
e5a80b1c-ce4f-4503-be8a-a22f0376c10e | Price Sensitivity Training for Sales Teams | Training sales teams on understanding and managing price sensitivity to optimize pricing strategies without alienating customers. | Sales and Revenue Management | Sales Force Automation (SFA) | {
"probability": 0.85,
"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: Price Sensitivity Training for Sales Teams\n\nDescription: Training sales teams on understanding and managing price sensitivity to optimize pricing strategies without alienating customers.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"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: Price Sensitivity Training for Sales Teams
Description: Training sales teams on understanding and managing price sensitivity to optimize pricing strategies without alienating customers.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "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 |
f0ff0fc8-ac38-4590-a126-b43d08647625 | Copado | Copado is a preferred 3rd party Salesforce release management tool. | Application Development and Delivery | DevOps Tools | {
"probability": 0.95,
"spendcategory": "Application Development and Delivery\\DevOps 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: Copado\n\nDescription: Copado is a preferred 3rd party Salesforce release management tool.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Application Development and Delivery\\\\DevOps 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: Copado
Description: Copado is a preferred 3rd party Salesforce release management tool.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Application Development and Delivery\\DevOps 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
] | 4 |
802ff277-cc8e-49ab-a3fd-af23af830a06 | DLT | The company utilizes DLT as part of its digital transformation solutions and for the development of business models. | 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: DLT\n\nDescription: The company utilizes DLT as part of its digital transformation solutions and for the development of business models.",
"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: DLT
Description: The company utilizes DLT as part of its digital transformation solutions and for the development of business models.<|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 |
6300f7ee-0412-4977-ae47-f028b18787a1 | Application de Planification de Chantier | The company uses a custom application for planning and managing construction sites. | Digital Transformation | Workflow Automation | {
"probability": 0.85,
"spendcategory": "Digital Transformation\\Workflow 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: Application de Planification de Chantier\n\nDescription: The company uses a custom application for planning and managing construction sites.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Digital Transformation\\\\Workflow 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: Application de Planification de Chantier
Description: The company uses a custom application for planning and managing construction sites.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Digital Transformation\\Workflow 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
] | 29 |
5a56f77f-4b7a-4bcc-9dcc-5ea2dd655dc7 | VoIP Fraud Prevention | Measures are in place to prevent fraud in 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 Fraud Prevention\n\nDescription: Measures are in place to prevent fraud in 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 Fraud Prevention
Description: Measures are in place to prevent fraud in 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 |
6db793d7-0eeb-47c4-8497-91ac909d9253 | Accreditation | The company follows accreditation standards in its operations. | 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: Accreditation\n\nDescription: The company follows accreditation standards in its operations.",
"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: Accreditation
Description: The company follows accreditation standards in its operations.<|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 |
4212d13f-03a3-4e88-bab6-9b33c0a5309c | Personal Assistance - Walks | The company provides personal assistance services including walks. | Human Resource Management (HRM) | Talent Management Systems | {
"probability": 0.75,
"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: Personal Assistance - Walks\n\nDescription: The company provides personal assistance services including walks.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"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: Personal Assistance - Walks
Description: The company provides personal assistance services including walks.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "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 |
d642ac00-29ea-49e4-8d84-389369d79a79 | E-commerce Site for Art Supplies | The company operates a specialized e-commerce platform catering to artists and designers by providing a wide range of art supplies. | 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: E-commerce Site for Art Supplies\n\nDescription: The company operates a specialized e-commerce platform catering to artists and designers by providing a wide range of art supplies.",
"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: E-commerce Site for Art Supplies
Description: The company operates a specialized e-commerce platform catering to artists and designers by providing a wide range of art supplies.<|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 |
63c7b4e8-81e6-4783-b8a5-2da27fc7f60a | Survey Platform | The company uses survey platforms to manage and deploy project-related solutions. | 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: Survey Platform\n\nDescription: The company uses survey platforms to manage and deploy project-related solutions.",
"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: Survey Platform
Description: The company uses survey platforms to manage and deploy project-related solutions.<|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 |
b0f8014c-a139-458d-8384-baabf32d585b | CO2 Emission Allowances | The company trades in CO2 emission allowances as part of its energy commodities. | 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: CO2 Emission Allowances\n\nDescription: The company trades in CO2 emission allowances as part of its energy commodities.",
"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: CO2 Emission Allowances
Description: The company trades in CO2 emission allowances as part of its energy commodities.<|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 |
b50f6f5d-3941-47dc-93f0-5b087ce8e9a7 | Interpretation of Environmental Parameters | The company interprets environmental parameters in accordance with site permits and contractual requirements. | 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: Interpretation of Environmental Parameters\n\nDescription: The company interprets environmental parameters in accordance with site permits and contractual requirements.",
"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: Interpretation of Environmental Parameters
Description: The company interprets environmental parameters in accordance with site permits and contractual requirements.<|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 |
6a14aa98-ff1f-496b-92c1-b805e634382c | Quote Version Control | The company's CPQ software supports version control, allowing users to track changes and revert to previous versions if necessary. | Sales and Revenue Management | Configure, Price, Quote (CPQ) Software | {
"probability": 0.95,
"spendcategory": "Sales and Revenue Management\\Configure, Price, Quote (CPQ) 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: Quote Version Control\n\nDescription: The company's CPQ software supports version control, allowing users to track changes and revert to previous versions if necessary.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Sales and Revenue Management\\\\Configure, Price, Quote (CPQ) 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: Quote Version Control
Description: The company's CPQ software supports version control, allowing users to track changes and revert to previous versions if necessary.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Sales and Revenue Management\\Configure, Price, Quote (CPQ) 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
] | 47 |
8fed8560-1827-424c-8d9b-ff5a4e3daf5c | OMG Certified Systems Modeling Professional (OCSMP) | The company uses OMG Certified Systems Modeling Professional (OCSMP) in their operations. | Digital Transformation | IT Service Management (ITSM) | {
"probability": 0.75,
"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: OMG Certified Systems Modeling Professional (OCSMP)\n\nDescription: The company uses OMG Certified Systems Modeling Professional (OCSMP) in their operations.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"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: OMG Certified Systems Modeling Professional (OCSMP)
Description: The company uses OMG Certified Systems Modeling Professional (OCSMP) in their operations.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "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 |
27040f08-793b-4de7-9393-ecf6ae3c2b8f | Data Backup Automation | The company automates data backup processes, ensuring data integrity and reducing the risk of data loss. | Cloud Computing and Infrastructure | Cloud Storage Solutions | {
"probability": 0.85,
"spendcategory": "Cloud Computing and Infrastructure\\Cloud Storage 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: Data Backup Automation\n\nDescription: The company automates data backup processes, ensuring data integrity and reducing the risk of data loss.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Cloud Computing and Infrastructure\\\\Cloud Storage 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: Data Backup Automation
Description: The company automates data backup processes, ensuring data integrity and reducing the risk of data loss.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Cloud Computing and Infrastructure\\Cloud Storage 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
] | 11 |
332952b8-b1e1-44ea-835a-c76299e98f1d | AdServices | The company offers AdServices, a platform used to create and execute effective campaigns, measure results, and present timely reporting to clients. | Marketing and Advertising | Advertising Technology (AdTech) | {
"probability": 0.95,
"spendcategory": "Marketing and Advertising\\Advertising Technology (AdTech)"
} | [
{
"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: AdServices\n\nDescription: The company offers AdServices, a platform used to create and execute effective campaigns, measure results, and present timely reporting to clients.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Marketing and Advertising\\\\Advertising Technology (AdTech)\"}",
"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: AdServices
Description: The company offers AdServices, a platform used to create and execute effective campaigns, measure results, and present timely reporting to clients.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Marketing and Advertising\\Advertising Technology (AdTech)"}<|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
] | 43 |
8f036ec3-c7f8-438d-9efd-ffb21cf2e771 | Menu Planning Software for Personalized Meals | The company uses software for personalized meal planning. | 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: Menu Planning Software for Personalized Meals\n\nDescription: The company uses software for personalized meal planning.",
"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: Menu Planning Software for Personalized Meals
Description: The company uses software for personalized meal planning.<|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 |
85eeb30a-eafe-4491-9a55-4d809c6f9c8f | AdTech for E-commerce | Tailoring AdTech solutions specifically for the e-commerce sector to boost sales and engagement. | Marketing and Advertising | Advertising Technology (AdTech) | {
"probability": 0.95,
"spendcategory": "Marketing and Advertising\\Advertising Technology (AdTech)"
} | [
{
"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: AdTech for E-commerce\n\nDescription: Tailoring AdTech solutions specifically for the e-commerce sector to boost sales and engagement.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Marketing and Advertising\\\\Advertising Technology (AdTech)\"}",
"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: AdTech for E-commerce
Description: Tailoring AdTech solutions specifically for the e-commerce sector to boost sales and engagement.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Marketing and Advertising\\Advertising Technology (AdTech)"}<|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
] | 43 |
8344a75f-80b7-49a1-b33b-37f04b6f0ee5 | Biomass Analysis | The company uses biomass analysis as part of their product evaluation. | 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: Biomass Analysis\n\nDescription: The company uses biomass analysis as part of their product evaluation.",
"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: Biomass Analysis
Description: The company uses biomass analysis as part of their product evaluation.<|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 |
72c103e1-8f2e-4cc3-bcc0-084b16f24282 | Dynamic Pricing for E-commerce | Implementing a dynamic pricing tool that automatically adjusts e-commerce product prices based on competitor pricing, supply, and demand. | 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: Dynamic Pricing for E-commerce\n\nDescription: Implementing a dynamic pricing tool that automatically adjusts e-commerce product prices based on competitor pricing, supply, and demand.",
"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: Dynamic Pricing for E-commerce
Description: Implementing a dynamic pricing tool that automatically adjusts e-commerce product prices based on competitor pricing, supply, and demand.<|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 |
e6668ac4-1720-480b-bb32-6e0e5cef122d | Logistics Solutions for Electronics Industry | The company provides logistics solutions for the Electronics industry. | Supply Chain and Logistics | Transportation Management Systems (TMS) | {
"probability": 0.85,
"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: Logistics Solutions for Electronics Industry\n\nDescription: The company provides logistics solutions for the Electronics industry.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"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: Logistics Solutions for Electronics Industry
Description: The company provides logistics solutions for the Electronics industry.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "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 |
0e745144-0005-4639-b89b-d1b2159c3e2b | Passwordless Authentication Techniques | The company explores passwordless authentication techniques to improve user convenience and security. | 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: Passwordless Authentication Techniques\n\nDescription: The company explores passwordless authentication techniques to improve user convenience and security.",
"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: Passwordless Authentication Techniques
Description: The company explores passwordless authentication techniques to improve user convenience and security.<|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 |
5f467135-77e0-4744-95de-021941af4b4e | ADP Workforce Now for Payroll | The company uses ADP Workforce Now to automate payroll and tax services. | Human Resource Management (HRM) | Payroll Software | {
"probability": 0.98,
"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: ADP Workforce Now for Payroll\n\nDescription: The company uses ADP Workforce Now to automate payroll and tax services.",
"role": "user"
},
{
"content": "{\"probability\": 0.98, \"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: ADP Workforce Now for Payroll
Description: The company uses ADP Workforce Now to automate payroll and tax services.<|im_end|>
<|im_start|>assistant
{"probability": 0.98, "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 |
be6723d7-dbfa-4d00-83fa-bf647cd025e7 | Nonesuch | The company is one of the world’s premier recording labels. | 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: Nonesuch\n\nDescription: The company is one of the world’s premier recording labels.",
"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: Nonesuch
Description: The company is one of the world’s premier recording labels.<|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 |
95ab4eca-255f-439a-9593-fce22977cddd | Automated行人系统 | The company provides automated pedestrian systems as part of their vertical transportation solutions. | 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: Automated行人系统\n\nDescription: The company provides automated pedestrian systems as part of their vertical transportation solutions.",
"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: Automated行人系统
Description: The company provides automated pedestrian systems as part of their vertical transportation solutions.<|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 |
12d73540-9b4b-44d6-b86c-a7b6c990f30c | Sandro | The company is a brand known for its discreet French effortless elegance. | Vertical Industry Solutions | Retail Technology Solutions | {
"probability": 0.95,
"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: Sandro\n\nDescription: The company is a brand known for its discreet French effortless elegance.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"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: Sandro
Description: The company is a brand known for its discreet French effortless elegance.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "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 |
9025c114-3e70-49c4-b0cf-967ccd2aa0ee | Well-being Software | The company uses a user-friendly and high-performance software to implement and enhance Well-being policies. | Human Resource Management (HRM) | Learning Management Systems (LMS) | {
"probability": 0.75,
"spendcategory": "Human Resource Management (HRM)\\Learning Management Systems (LMS)"
} | [
{
"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: Well-being Software\n\nDescription: The company uses a user-friendly and high-performance software to implement and enhance Well-being policies.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Human Resource Management (HRM)\\\\Learning Management Systems (LMS)\"}",
"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: Well-being Software
Description: The company uses a user-friendly and high-performance software to implement and enhance Well-being policies.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Human Resource Management (HRM)\\Learning Management Systems (LMS)"}<|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
] | 35 |
83618d22-8341-4c71-81e4-0cc63f0fd4ca | APO SNP | Experience with APO SNP is considered an asset. | Enterprise Resource Planning (ERP) | Supply Chain Management (SCM) | {
"probability": 0.95,
"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: APO SNP\n\nDescription: Experience with APO SNP is considered an asset.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"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: APO SNP
Description: Experience with APO SNP is considered an asset.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "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 |
cdcf8e38-ab80-4705-9f67-5614804fc9c8 | AdTech Regulatory Compliance | Ensuring all AdTech solutions comply with current advertising laws and regulations. | Marketing and Advertising | Advertising Technology (AdTech) | {
"probability": 0.95,
"spendcategory": "Marketing and Advertising\\Advertising Technology (AdTech)"
} | [
{
"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: AdTech Regulatory Compliance\n\nDescription: Ensuring all AdTech solutions comply with current advertising laws and regulations.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Marketing and Advertising\\\\Advertising Technology (AdTech)\"}",
"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: AdTech Regulatory Compliance
Description: Ensuring all AdTech solutions comply with current advertising laws and regulations.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Marketing and Advertising\\Advertising Technology (AdTech)"}<|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
] | 43 |
187dc325-0f48-4176-8806-8aa0b4a2e25a | Appliance Installers' Tools | The company uses appliance installers' tools for installation. | 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: Appliance Installers' Tools\n\nDescription: The company uses appliance installers' tools for installation.",
"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: Appliance Installers' Tools
Description: The company uses appliance installers' tools for installation.<|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 |
ef69ef6c-8bb8-45db-8906-691cb962597d | Quixy | Quixy is a cloud-based platform that empowers users to build enterprise-grade applications without writing any code. | Application Development and Delivery | Low-Code Development Platforms | {
"probability": 0.95,
"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: Quixy\n\nDescription: Quixy is a cloud-based platform that empowers users to build enterprise-grade applications without writing any code.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"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: Quixy
Description: Quixy is a cloud-based platform that empowers users to build enterprise-grade applications without writing any code.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "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 |
e05b4840-68af-492a-8b12-18295929b8ba | MDM Business Process Integration | The company has integrated MDM with key business processes to ensure data accuracy and consistency. | 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 Business Process Integration\n\nDescription: The company has integrated MDM with key business processes to ensure data accuracy and consistency.",
"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 Business Process Integration
Description: The company has integrated MDM with key business processes to ensure data accuracy and consistency.<|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 |
8f993f81-3463-481b-94e8-cbe19a55e380 | IBM Switch san | The company uses IBM Switch san for network solutions. | 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: IBM Switch san\n\nDescription: The company uses IBM Switch san for network solutions.",
"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: IBM Switch san
Description: The company uses IBM Switch san for network solutions.<|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 |
0443aeb4-169d-49ee-a7f5-17d365f93dd6 | Flash Chromatography | The company develops analytical methods using flash chromatography. | 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: Flash Chromatography\n\nDescription: The company develops analytical methods using flash chromatography.",
"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: Flash Chromatography
Description: The company develops analytical methods using flash chromatography.<|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 |
bcefa3b3-db44-49a4-93da-a2f9db307a6a | ML Operations in Video Surveillance | Machine learning models are implemented to enhance the effectiveness of video surveillance systems through automatic threat detection. | 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 Operations in Video Surveillance\n\nDescription: Machine learning models are implemented to enhance the effectiveness of video surveillance systems through automatic threat detection.",
"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 Operations in Video Surveillance
Description: Machine learning models are implemented to enhance the effectiveness of video surveillance systems through automatic threat detection.<|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 |
909b53b8-b693-4605-84cd-111bda5371bd | AI for Sports Performance Analysis | AI technologies are applied to analyze and enhance sports performances and strategies. | Artificial Intelligence and Machine Learning | AI Development Platforms | {
"probability": 0.85,
"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: AI for Sports Performance Analysis\n\nDescription: AI technologies are applied to analyze and enhance sports performances and strategies.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"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: AI for Sports Performance Analysis
Description: AI technologies are applied to analyze and enhance sports performances and strategies.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "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 |
dfce738a-df67-4719-8619-84bc817a390c | Endpoint security solution SentinelOne | The company uses SentinelOne as an endpoint security solution. | Cybersecurity | Endpoint Security | {
"probability": 0.98,
"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 solution SentinelOne\n\nDescription: The company uses SentinelOne as an endpoint security solution.",
"role": "user"
},
{
"content": "{\"probability\": 0.98, \"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 solution SentinelOne
Description: The company uses SentinelOne as an endpoint security solution.<|im_end|>
<|im_start|>assistant
{"probability": 0.98, "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 |
8b370a6a-7d09-443c-9cdd-274ba3e34e9e | SAP Cloud Application Programming (CAP) | The company uses SAP Cloud Application Programming (CAP) for modern coding concepts. | 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: SAP Cloud Application Programming (CAP)\n\nDescription: The company uses SAP Cloud Application Programming (CAP) for modern coding concepts.",
"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: SAP Cloud Application Programming (CAP)
Description: The company uses SAP Cloud Application Programming (CAP) for modern coding concepts.<|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 |
80606ff2-6dc3-4ef6-8b04-44e929df9951 | Data Loss Prevention Techniques | Data loss prevention techniques are implemented to protect against accidental or malicious data breaches. | 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: Data Loss Prevention Techniques\n\nDescription: Data loss prevention techniques are implemented to protect against accidental or malicious data breaches.",
"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: Data Loss Prevention Techniques
Description: Data loss prevention techniques are implemented to protect against accidental or malicious data breaches.<|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 |
5e5002a8-deef-420a-ae97-6494c970df8e | Business Analysis Techniques | The company uses various business analysis techniques in the Software Delivery Life Cycle (SDLC). | Analytics and Business Intelligence | Business Intelligence (BI) Tools | {
"probability": 0.85,
"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: Business Analysis Techniques\n\nDescription: The company uses various business analysis techniques in the Software Delivery Life Cycle (SDLC).",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"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: Business Analysis Techniques
Description: The company uses various business analysis techniques in the Software Delivery Life Cycle (SDLC).<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "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 |
4b0bfd4e-a099-4da7-8919-5a5261502fe2 | Bankenkommunikation | The company uses Bankenkommunikation for optimizing the payment process. | Digital Commerce | Payment Gateways | {
"probability": 0.85,
"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: Bankenkommunikation\n\nDescription: The company uses Bankenkommunikation for optimizing the payment process.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"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: Bankenkommunikation
Description: The company uses Bankenkommunikation for optimizing the payment process.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "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 |
1ffa263c-3d0a-4774-9d00-c85ac48d53f2 | MySQL Performance Tuning | The company uses MySQL performance tuning techniques to enhance database efficiency and speed. | 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: MySQL Performance Tuning\n\nDescription: The company uses MySQL performance tuning techniques to enhance database efficiency and speed.",
"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: MySQL Performance Tuning
Description: The company uses MySQL performance tuning techniques to enhance database efficiency and speed.<|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 |
a6144dc1-7496-4ffa-9363-39f268161b34 | SABR | Stochastic Average-Basket Rate, a model used in finance for pricing interest rate derivatives. | Vertical Industry Solutions | Financial Services Software | {
"probability": 0.95,
"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: SABR\n\nDescription: Stochastic Average-Basket Rate, a model used in finance for pricing interest rate derivatives.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"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: SABR
Description: Stochastic Average-Basket Rate, a model used in finance for pricing interest rate derivatives.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "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 |
d96c4306-ec40-4b23-9239-0f3bb7e3be72 | Computer Serialization | Computer Serialization is used in the company's operations. | Information Technology Operations | IT Asset Management | {
"probability": 0.85,
"spendcategory": "Information Technology Operations\\IT Asset Management"
} | [
{
"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: Computer Serialization\n\nDescription: Computer Serialization is used in the company's operations.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Information Technology Operations\\\\IT Asset Management\"}",
"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: Computer Serialization
Description: Computer Serialization is used in the company's operations.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Information Technology Operations\\IT Asset Management"}<|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
] | 38 |
b4872f7f-9083-4f30-b7e2-50de32e6f683 | GMII | The company uses GMII as a digital communications standard. | Unified Communications | Contact Center Software | {
"probability": 0.85,
"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: GMII\n\nDescription: The company uses GMII as a digital communications standard.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"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: GMII
Description: The company uses GMII as a digital communications standard.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "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 |
0014d795-664b-445b-88f8-7b177a8f47aa | CNExT | The company uses CNExT as an oncology data software system. | 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: CNExT\n\nDescription: The company uses CNExT as an oncology data software system.",
"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: CNExT
Description: The company uses CNExT as an oncology data software system.<|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 |
9d9b8d4a-d5ce-4ef2-b573-2d92c56540c5 | KOLs | The company collaborates with KOLs for promoting its brand and content. | 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: KOLs\n\nDescription: The company collaborates with KOLs for promoting its brand and content.",
"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: KOLs
Description: The company collaborates with KOLs for promoting its brand and content.<|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 |
8b22e0ca-ad5e-4ceb-bfa6-5b575c342594 | Scalable IAM Architectures | IAM architectures are designed to be scalable to accommodate growth in user numbers and application requirements. | 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: Scalable IAM Architectures\n\nDescription: IAM architectures are designed to be scalable to accommodate growth in user numbers and application requirements.",
"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: Scalable IAM Architectures
Description: IAM architectures are designed to be scalable to accommodate growth in user numbers and application requirements.<|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 |
6f1c7e43-f662-44f1-8d06-e9884fc0af61 | Storage Capacity Forecasting | The company provides storage capacity forecasting services to predict future storage needs and prevent overprovisioning. | Cloud Computing and Infrastructure | Cloud Storage Solutions | {
"probability": 0.85,
"spendcategory": "Cloud Computing and Infrastructure\\Cloud Storage 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: Storage Capacity Forecasting\n\nDescription: The company provides storage capacity forecasting services to predict future storage needs and prevent overprovisioning.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Cloud Computing and Infrastructure\\\\Cloud Storage 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: Storage Capacity Forecasting
Description: The company provides storage capacity forecasting services to predict future storage needs and prevent overprovisioning.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Cloud Computing and Infrastructure\\Cloud Storage 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
] | 11 |
e8e2398f-7520-44fd-9aea-29ae16cdcd82 | Intelbras | The company uses Intelbras in their operations. | 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: Intelbras\n\nDescription: The company uses Intelbras in their operations.",
"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: Intelbras
Description: The company uses Intelbras in their operations.<|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 |
cb6d8eba-9eff-444e-ac3f-505b17725c43 | Google Marketing Platform | The company uses Google Marketing Platform as a marketing technology platform. | 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: Google Marketing Platform\n\nDescription: The company uses Google Marketing Platform as a marketing technology platform.",
"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: Google Marketing Platform
Description: The company uses Google Marketing Platform as a marketing technology platform.<|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 |
a544f018-495d-4182-96a7-7b925f85e04d | Bit Bucket | Bit Bucket is used as a development tool for software development. | 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: Bit Bucket\n\nDescription: Bit Bucket is used as a development tool for software development.",
"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: Bit Bucket
Description: Bit Bucket is used as a development tool for software development.<|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 |
59ba9768-f065-4916-8c24-d1a0694730ca | PeopleSoft ePerformance for Performance Evaluation | The company uses PeopleSoft ePerformance to conduct detailed employee performance evaluations. | Human Resource Management (HRM) | Talent Management Systems | {
"probability": 0.95,
"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: PeopleSoft ePerformance for Performance Evaluation\n\nDescription: The company uses PeopleSoft ePerformance to conduct detailed employee performance evaluations.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"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: PeopleSoft ePerformance for Performance Evaluation
Description: The company uses PeopleSoft ePerformance to conduct detailed employee performance evaluations.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "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 |
bc1640eb-221b-4468-93e5-0573f07ca233 | Cisco IOS-XR | The company uses Cisco IOS-XR as part of its technology stack. | 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: Cisco IOS-XR\n\nDescription: The company uses Cisco IOS-XR as part of its technology stack.",
"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: Cisco IOS-XR
Description: The company uses Cisco IOS-XR as part of its technology stack.<|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 |
8b2531df-480e-4ef4-838c-7b75c85f1cbc | HMI Programming | HMI programming is used by the company for their manufacturing processes. | 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: HMI Programming\n\nDescription: HMI programming is used by the company for their manufacturing processes.",
"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: HMI Programming
Description: HMI programming is used by the company for their manufacturing processes.<|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 |
2bd4010d-714e-4b90-a7ee-5c7fd477d4be | Omni-Device Customer Support Solutions | The company offers support solutions that are compatible across various devices to ensure a consistent customer experience. | 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: Omni-Device Customer Support Solutions\n\nDescription: The company offers support solutions that are compatible across various devices to ensure a consistent customer experience.",
"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: Omni-Device Customer Support Solutions
Description: The company offers support solutions that are compatible across various devices to ensure a consistent customer experience.<|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 |
d01704a1-3ea7-4c53-bd7b-6995bbd0bdbf | Consumption Analysis | The company provides consulting and analysis of monthly consumption for clients. | 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: Consumption Analysis\n\nDescription: The company provides consulting and analysis of monthly consumption for clients.",
"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: Consumption Analysis
Description: The company provides consulting and analysis of monthly consumption for clients.<|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 |
50e29238-8d2a-4ff6-8bc7-253f3850c971 | ITSM Service Improvement Plans | Development of service improvement plans based on ITSM performance evaluations to continuously enhance service quality. | 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 Service Improvement Plans\n\nDescription: Development of service improvement plans based on ITSM performance evaluations to continuously enhance service quality.",
"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 Service Improvement Plans
Description: Development of service improvement plans based on ITSM performance evaluations to continuously enhance service quality.<|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 |
21cd4d6f-ae83-470f-a90b-0455a3f55bb0 | Kalb | The company deals with Kalb as part of its meat 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: Kalb\n\nDescription: The company deals with Kalb as part of its meat 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: Kalb
Description: The company deals with Kalb as part of its meat 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 |
57cd7771-5021-4641-8188-5f6e2ed888bf | E-commerce Heatmap Analysis | The company uses heatmap analysis to understand user interaction on its e-commerce site and improve user experience. | 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: E-commerce Heatmap Analysis\n\nDescription: The company uses heatmap analysis to understand user interaction on its e-commerce site and improve user experience.",
"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: E-commerce Heatmap Analysis
Description: The company uses heatmap analysis to understand user interaction on its e-commerce site and improve user experience.<|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 |
97cb6373-de50-4d9b-97fc-5e1d9bc4b786 | Smaragd | The company uses Smaragd for project development and simulation. | Application Development and Delivery | DevOps Tools | {
"probability": 0.75,
"spendcategory": "Application Development and Delivery\\DevOps 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: Smaragd\n\nDescription: The company uses Smaragd for project development and simulation.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Application Development and Delivery\\\\DevOps 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: Smaragd
Description: The company uses Smaragd for project development and simulation.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Application Development and Delivery\\DevOps 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
] | 4 |
94a47323-cc08-44bb-8899-b36f2a65b0d3 | Online Webshop for cv-ketels | The company operates an online webshop for cv-ketels. | 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: Online Webshop for cv-ketels\n\nDescription: The company operates an online webshop for cv-ketels.",
"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: Online Webshop for cv-ketels
Description: The company operates an online webshop for cv-ketels.<|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 |
83fa7408-0cef-468a-9e7f-b82eefc373bc | Steuerungstechnik | The company uses control technology for new installations and maintenance work. | 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: Steuerungstechnik\n\nDescription: The company uses control technology for new installations and maintenance work.",
"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: Steuerungstechnik
Description: The company uses control technology for new installations and maintenance work.<|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 |
7fb7f7fa-c2d1-4288-84db-dcd342b27f65 | Erasers | The company produces erasers as part of its range of everyday essential products. | Office and Facility Management | Office Amenities | {
"probability": 0.95,
"spendcategory": "Office and Facility Management\\Office Amenities"
} | [
{
"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: Erasers\n\nDescription: The company produces erasers as part of its range of everyday essential products.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Office and Facility Management\\\\Office Amenities\"}",
"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: Erasers
Description: The company produces erasers as part of its range of everyday essential products.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Office and Facility Management\\Office Amenities"}<|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
] | 60 |