Datasets:

jmparejaz

/

mixed-bread_test

like 0

{ "probability": 0.95, "spendcategory": "Software Development\\Software Testing Tools" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: Automated Application Testing\n\nDescription: Automated testing frameworks are employed to ensure application reliability and performance before deployment.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Software Development\\\\Software Testing Tools\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Financial Data Security in ERP Systems\n\nDescription: The company ensures financial data security using robust ERP systems with advanced security features.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Enterprise Resource Planning (ERP)\\\\Financial Management Systems\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "spendcategory": "Analytics and Business Intelligence\\Data Analytics Platforms" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: Real-time Analytics for Mobile App Monetization\n\nDescription: Employing real-time analytics to continually refine and optimize monetization strategies for mobile applications.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Analytics and Business Intelligence\\\\Data Analytics Platforms\"}", "role": "assistant" } ]

[ -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 ]

{ "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 Data Analytics\n\nDescription: Leveraging data analytics to gain insights into ad performance and consumer behavior.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Marketing and Advertising\\\\Advertising Technology (AdTech)\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.85, "spendcategory": "Enterprise Resource Planning (ERP)\\Supply Chain Management (SCM)" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: ERP for Construction Project Management\n\nDescription: The company uses ERP modules designed specifically for managing large-scale construction projects, including resource allocation and budgeting.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Enterprise Resource Planning (ERP)\\\\Supply Chain Management (SCM)\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Contréle de connexion: OKTA\n\nDescription: The company uses OKTA as part of its security measures.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Cybersecurity\\\\Identity and Access Management (IAM)\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "spendcategory": "Analytics and Business Intelligence\\Business Intelligence (BI) Tools" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: Risk Assessment Models in BI\n\nDescription: Risk management departments integrate BI tools to develop and apply risk assessment models.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Analytics and Business Intelligence\\\\Business Intelligence (BI) Tools\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Halo Infrastructure\n\nDescription: The company's main product is the Halo Infrastructure, a leading-edge digital pathology software.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}", "role": "assistant" } ]

[ -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 ]

{ "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 Financial Market Predictions\n\nDescription: AI tools are developed to predict market trends and assist in investment decisions.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Artificial Intelligence and Machine Learning\\\\AI Development Platforms\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Reinforcement tools\n\nDescription: The company uses various reinforcement tools for maintenance purposes.", "role": "user" }, { "content": "{\"probability\": 0.75, \"spendcategory\": \"Information Technology Operations\\\\IT Operations Management (ITOM)\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.85, "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: LitElement\n\nDescription: The company uses LitElement for translating design systems into component libraries.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Application Development and Delivery\\\\Low-Code Development Platforms\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.75, "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: Sustainalytics\n\nDescription: The company engages with Sustainalytics, a provider of sustainability research and ratings.", "role": "user" }, { "content": "{\"probability\": 0.75, \"spendcategory\": \"Vertical Industry Solutions\\\\Financial Services Software\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Digital Information Systems for Engineering\n\nDescription: The company uses digital information systems for engineering tasks, including temporary works control/co-ordination and lifting operations.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Digital Transformation\\\\Digital Strategy Consulting\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Social Media Analytics Tools\n\nDescription: Social media analytics are performed using BI tools to gauge brand presence and consumer engagement.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Analytics and Business Intelligence\\\\Business Intelligence (BI) Tools\"}", "role": "assistant" } ]

[ -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 ]

{ "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: e-Beam System\n\nDescription: The company has expertise in e-beam system.", "role": "user" }, { "content": "{\"probability\": 0.75, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}", "role": "assistant" } ]

[ -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 ]

{ "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 Project Management\n\nDescription: ITSM frameworks are utilized to manage large-scale IT projects, ensuring timely and within-budget delivery.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Digital Transformation\\\\IT Service Management (ITSM)\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Data Visualization Best Practices\n\nDescription: Best practices in data visualization are adopted to improve clarity and impact of data presented.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Analytics and Business Intelligence\\\\Data Visualization\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.75, "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: Electro-hydraulic robots\n\nDescription: The company uses electro-hydraulic robots for various tasks, requiring maintenance and repair.", "role": "user" }, { "content": "{\"probability\": 0.75, \"spendcategory\": \"Internet of Things (IoT)\\\\Industrial IoT Solutions\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Operasyon Planları\n\nDescription: The company uses operational plans in their production processes.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Digital Transformation\\\\Workflow Automation\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "spendcategory": "Supply Chain and Logistics\\Procurement Software" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: mySupply\n\nDescription: mySupply is used for creating shopping carts and supporting employees with reimbursement.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Supply Chain and Logistics\\\\Procurement Software\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Planview\n\nDescription: The company uses Planview for project management.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Collaboration and Productivity\\\\Project Management Software\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.75, "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: Varying Speed Systems\n\nDescription: The company uses varying speed systems.", "role": "user" }, { "content": "{\"probability\": 0.75, \"spendcategory\": \"Internet of Things (IoT)\\\\Industrial IoT Solutions\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "spendcategory": "Digital Commerce\\Digital Marketplaces" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: Gourmet Cheese Marketplace\n\nDescription: An online marketplace dedicated to fine cheeses, connecting cheese aficionados with artisanal producers from various regions.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Digital Commerce\\\\Digital Marketplaces\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.85, "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: Animaker\n\nDescription: This is an e-Learning conversion tool used by the company to convert training materials into digital format.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Human Resource Management (HRM)\\\\Learning Management Systems (LMS)\"}", "role": "assistant" } ]

[ -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 ]

{ "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: PACS imaging system\n\nDescription: The company uses a PACS imaging system for managing and storing medical images.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}", "role": "assistant" } ]

[ -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 ]

{ "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: QI\n\nDescription: The company uses QI as a tool for implementing regulations and introducing new obligations arising from various international tax transparency initiatives.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Vertical Industry Solutions\\\\Financial Services Software\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Programmatic Advertising Strategies\n\nDescription: Development of strategic programmatic advertising approaches to automate the buying and selling of ad inventory.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Marketing and Advertising\\\\Advertising Technology (AdTech)\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.65, "spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: NPO RF Engineer\n\nDescription: NPO RF engineering is a specialized area of RF engineering within the company.", "role": "user" }, { "content": "{\"probability\": 0.65, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}", "role": "assistant" } ]

[ -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 ]

{ "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: PET Scan\n\nDescription: The company uses PET scans as part of its imaging technology.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Service Quality Benchmarking\n\nDescription: The company engages in benchmarking activities to compare its service quality with industry standards.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Digital Transformation\\\\Digital Strategy Consulting\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "spendcategory": "Cloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: IaaS for Digital Media Companies\n\nDescription: Infrastructure services that meet the high-performance demands of digital media and content creation companies.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Cloud Computing and Infrastructure\\\\Cloud Infrastructure as a Service (IaaS)\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.75, "spendcategory": "Supply Chain and Logistics\\Procurement Software" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: Recovered Materials\n\nDescription: The company produces recovered materials as part of its sustainability efforts.", "role": "user" }, { "content": "{\"probability\": 0.75, \"spendcategory\": \"Supply Chain and Logistics\\\\Procurement Software\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.75, "spendcategory": "Application Development and Delivery\\Low-Code Development Platforms" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: Velocity\n\nDescription: The company uses Velocity as a product for managing requirements.", "role": "user" }, { "content": "{\"probability\": 0.75, \"spendcategory\": \"Application Development and Delivery\\\\Low-Code Development Platforms\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Laminated Blister Packaging\n\nDescription: The company uses laminated blister packaging for its products.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Vertical Industry Solutions\\\\Retail Technology Solutions\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.85, "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: Tech Data\n\nDescription: Tech Data is a platform environment in which the company works.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Cloud Computing and Infrastructure\\\\Cloud Platform as a Service (PaaS)\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "spendcategory": "Customer Experience (CX)\\Customer Relationship Management (CRM)" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: CRM for Customer Risk Assessment\n\nDescription: The company uses CRM to assess customer risk by analyzing interaction history and purchasing patterns.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Customer Experience (CX)\\\\Customer Relationship Management (CRM)\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.85, "spendcategory": "Supply Chain and Logistics\\Procurement Software" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: Komatsu\n\nDescription: The company uses Komatsu for their operations.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Supply Chain and Logistics\\\\Procurement Software\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Air Facilities\n\nDescription: The company manages and monitors air facilities, ensuring compliance with environmental regulations.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Office and Facility Management\\\\Facility Management Services\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Commit Monitor\n\nDescription: Commit Monitor allows our developers to stay updated with real-time notifications on repository changes.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Software Development\\\\Version Control Systems\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Twitch\n\nDescription: The company uses Twitch for advertising.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Marketing and Advertising\\\\Advertising Technology (AdTech)\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Advanced Monitoring Technology\n\nDescription: The company utilizes advanced monitoring technology for the diagnosis, monitoring, and treatment of pathologies.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "spendcategory": "Collaboration and Productivity\\Team Collaboration Tools" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: Cisco Webex Usage\n\nDescription: The company deploys Cisco Webex for secure online meetings and presentations.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Collaboration and Productivity\\\\Team Collaboration Tools\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "spendcategory": "Customer Experience (CX)\\Customer Relationship Management (CRM)" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: Personalized CRM Dashboards\n\nDescription: The company implements personalized dashboards in their CRM system to provide each user a unique view that caters to their specific role and needs.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Customer Experience (CX)\\\\Customer Relationship Management (CRM)\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "spendcategory": "Cloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: IaaS Customization for Fintech Startups\n\nDescription: Custom IaaS environments tailored to meet the unique security and scalability needs of fintech startups.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Cloud Computing and Infrastructure\\\\Cloud Infrastructure as a Service (IaaS)\"}", "role": "assistant" } ]

[ -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 ]

{ "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 Content Curation\n\nDescription: Machine learning models are used to curate personalized content for users on digital platforms.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Artificial Intelligence and Machine Learning\\\\Machine Learning Operations (MLOps)\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.85, "spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: Modellgerüste\n\nDescription: The company produces prosthetic teeth using Modellgerüste.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.85, "spendcategory": "Enterprise Resource Planning (ERP)\\Supply Chain Management (SCM)" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: SAP/RIB iTwo\n\nDescription: The company uses SAP/RIB iTwo in its operations.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Enterprise Resource Planning (ERP)\\\\Supply Chain Management (SCM)\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.85, "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: Waves Services\n\nDescription: The company provides Waves services as part of its telecom services.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Unified Communications\\\\VoIP Solutions\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "spendcategory": "Customer Experience (CX)\\Customer Relationship Management (CRM)" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: CRM for Retail Customer Engagement\n\nDescription: Enhancing customer engagement in retail through targeted CRM strategies.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Customer Experience (CX)\\\\Customer Relationship Management (CRM)\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.85, "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: AiDash Platform\n\nDescription: The company's platform is used for designing and developing high quality web applications.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Application Development and Delivery\\\\Low-Code Development Platforms\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Wholesale Distribution Revenue Management\n\nDescription: Tailoring revenue management tactics for wholesale distributors to optimize pricing, discounts, and sales terms across multiple channels.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Sales and Revenue Management\\\\Revenue Management Systems\"}", "role": "assistant" } ]

[ -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 ]

{ "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: SDMO\n\nDescription: The company uses SDMO for control and command systems.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Internet of Things (IoT)\\\\IoT Platforms\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Digital Pharmacy Distribution\n\nDescription: The company operates a digital pharmacy distribution system, aiming to increase the distribution and increase the average basket size.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Database Backup Solutions\n\nDescription: Robust database backup solutions are implemented using RMAN with Oracle databases to prevent data loss.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Data Management and Integration\\\\Database Management Systems (DBMS)\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Predictive Turnover Modeling\n\nDescription: Predictive modeling tools that forecast employee turnover and help in proactive retention planning.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Human Resource Management (HRM)\\\\Talent Management Systems\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "spendcategory": "Cloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: PaaS for Telecommunications\n\nDescription: Telecommunication services are developed and managed using PaaS to ensure robustness and scalability.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Cloud Computing and Infrastructure\\\\Cloud Platform as a Service (PaaS)\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "spendcategory": "Sales and Revenue Management\\Sales Force Automation (SFA)" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: Integration of SFA with Social Media\n\nDescription: Linking the Sales Force Automation system with social media platforms to leverage social selling opportunities.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Sales and Revenue Management\\\\Sales Force Automation (SFA)\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "spendcategory": "Analytics and Business Intelligence\\Data Visualization" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: Visualizing Museum Visitor Traffic\n\nDescription: Museums utilize data visualization to analyze visitor traffic and improve exhibit placement.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Analytics and Business Intelligence\\\\Data Visualization\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.75, "spendcategory": "Supply Chain and Logistics\\Procurement Software" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: Linear supply topologies\n\nDescription: The company uses Linear supply topologies in their power electronics designs.", "role": "user" }, { "content": "{\"probability\": 0.75, \"spendcategory\": \"Supply Chain and Logistics\\\\Procurement Software\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.85, "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: GameDistribution\n\nDescription: GameDistribution is a platform managed by the company for distributing and managing online games.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Digital Commerce\\\\Digital Marketplaces\"}", "role": "assistant" } ]

[ -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 ]

{ "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: msg's Big Data\n\nDescription: The company provides Big Data as part of its digital solutions.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Analytics and Business Intelligence\\\\Data Analytics Platforms\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "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: Automated LMS Reports\n\nDescription: The company automates LMS reporting to efficiently track training progress, completions, and areas needing attention.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Human Resource Management (HRM)\\\\Learning Management Systems (LMS)\"}", "role": "assistant" } ]

[ -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 ]

{ "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: SCM Risk Management\n\nDescription: The company uses SCM tools to identify, assess, and mitigate supply chain risks.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Enterprise Resource Planning (ERP)\\\\Supply Chain Management (SCM)\"}", "role": "assistant" } ]

[ -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 ]

{ "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: ARPEGE\n\nDescription: The company uses the software ARPEGE, indicating a reliance on technology for administrative tasks.", "role": "user" }, { "content": "{\"probability\": 0.75, \"spendcategory\": \"Digital Transformation\\\\IT Service Management (ITSM)\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Heaters\n\nDescription: The company uses heaters in their operations.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Office and Facility Management\\\\Facility Management Services\"}", "role": "assistant" } ]

[ -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 ]

{ "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: VA Taxa\n\nDescription: The company is responsible for the development and management of VA taxes.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Vertical Industry Solutions\\\\Financial Services Software\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.75, "spendcategory": "Artificial Intelligence and Machine Learning\\AI Development Platforms" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: Physical Systems\n\nDescription: A field of study that involves the understanding and modeling of complex systems and established code bases.", "role": "user" }, { "content": "{\"probability\": 0.75, \"spendcategory\": \"Artificial Intelligence and Machine Learning\\\\AI Development Platforms\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "spendcategory": "Cloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: IaaS for Legal Compliance\n\nDescription: Ensuring that our IaaS offerings comply with legal and regulatory requirements across different regions.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Cloud Computing and Infrastructure\\\\Cloud Infrastructure as a Service (IaaS)\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Digital Diaries\n\nDescription: The company uses digital diaries to manage appointments and time for appointments.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Collaboration and Productivity\\\\Document Management Systems\"}", "role": "assistant" } ]

[ -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 ]

{ "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: ServiceNow CSA (Certified System Administrator)\n\nDescription: The company requires the ServiceNow CSA (Certified System Administrator) certification for their employees.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Digital Transformation\\\\IT Service Management (ITSM)\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Fakturering Systems\n\nDescription: The company uses factoring systems for financial administration.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Enterprise Resource Planning (ERP)\\\\Financial Management Systems\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.85, "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: Automated Legal Document Analysis\n\nDescription: The company uses automation to analyze legal documents, speeding up review processes and reducing the need for manual input.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Artificial Intelligence and Machine Learning\\\\Natural Language Processing (NLP)\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Secure VoIP Gateway Implementation\n\nDescription: Secure gateways are implemented to protect VoIP networks from unauthorized access and attacks.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Unified Communications\\\\VoIP Solutions\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "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: IT Asset Allocation and Distribution\n\nDescription: IT assets are allocated and distributed based on departmental needs and usage patterns.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Information Technology Operations\\\\IT Asset Management\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: SIEM Training Simulators\n\nDescription: The company develops SIEM training simulators to enhance the skills of their security teams.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Cybersecurity\\\\Security Information and Event Management (SIEM)\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.75, "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: Electronic Building Blocks\n\nDescription: The company deals with electronic building blocks in its technical procurement processes.", "role": "user" }, { "content": "{\"probability\": 0.75, \"spendcategory\": \"Internet of Things (IoT)\\\\Industrial IoT Solutions\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Specialist Food Processing Machinery\n\nDescription: The company uses state-of-the-art equipment for food processing, including specialist food processing machinery.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Vertical Industry Solutions\\\\Retail Technology Solutions\"}", "role": "assistant" } ]

[ -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 ]

{ "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: First Choice\n\nDescription: First Choice is a standard used by the company for making the best choices.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Digital Transformation\\\\Digital Strategy Consulting\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.85, "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: Sales Training Webinars\n\nDescription: Conducting regular webinars to train sales staff on new technologies and strategies.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Human Resource Management (HRM)\\\\Learning Management Systems (LMS)\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "spendcategory": "Data Management and Integration\\Data Integration Tools" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: Data Integration for Hospitality\n\nDescription: Hospitality businesses integrate data from booking systems, guest services, and facility management.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Data Management and Integration\\\\Data Integration Tools\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "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: IETD-CMS System\n\nDescription: The company uses the IETD-CMS system for managing the lifecycle of technical documentation of the NH90, including design, evaluation, and publication phases.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Marketing and Advertising\\\\Content Management Systems (CMS)\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.75, "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 Integration with IoT\n\nDescription: The company explores the integration of VoIP with IoT devices for enhanced functionalities.", "role": "user" }, { "content": "{\"probability\": 0.75, \"spendcategory\": \"Unified Communications\\\\VoIP Solutions\"}", "role": "assistant" } ]

[ -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 ]

{ "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: IOS-XE\n\nDescription: The company uses IOS-XE as part of its networking solutions.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Information Technology Operations\\\\Network Monitoring Tools\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "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: Cloud Storage Access from Multiple Devices\n\nDescription: The company ensures that their cloud storage solutions can be accessed seamlessly from multiple devices, enhancing user flexibility.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Cloud Computing and Infrastructure\\\\Cloud Storage Solutions\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.75, "spendcategory": "Supply Chain and Logistics\\Procurement Software" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: Inferior Parts\n\nDescription: The company sells inferior parts as part of its core activities.", "role": "user" }, { "content": "{\"probability\": 0.75, \"spendcategory\": \"Supply Chain and Logistics\\\\Procurement Software\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.85, "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: Print Advertising\n\nDescription: The company creates print advertising as part of its product offerings.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Marketing and Advertising\\\\Advertising Technology (AdTech)\"}", "role": "assistant" } ]

[ -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 ]

{ "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: MongoDB Sharding\n\nDescription: MongoDB sharding practices are employed to distribute data across multiple servers to improve application scalability.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Data Management and Integration\\\\Database Management Systems (DBMS)\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.85, "spendcategory": "Supply Chain and Logistics\\Procurement Software" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: Import of Lubricants\n\nDescription: The company is involved in the import of lubricants for the domestic market.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Supply Chain and Logistics\\\\Procurement Software\"}", "role": "assistant" } ]

[ -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 ]

{ "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: 1800Flowers.com\n\nDescription: The company is an online platform that powers their floral, gourmet food, and personalized gift options.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Digital Commerce\\\\E-Commerce Platforms\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.85, "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: Equinix Cloud Interconnect Platform\n\nDescription: The company uses the Equinix cloud interconnect platform for third-party cloud interconnects.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Cloud Computing and Infrastructure\\\\Cloud Platform as a Service (PaaS)\"}", "role": "assistant" } ]

[ -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 ]

{ "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: ERP for Insurance\n\nDescription: ERP solutions developed to manage the specific needs of the insurance industry.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Vertical Industry Solutions\\\\Financial Services Software\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "spendcategory": "Supply Chain and Logistics\\Transportation Management Systems (TMS)" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: Air Waybill Guide\n\nDescription: The company uses the Air Waybill Guide for shipping documentation.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Supply Chain and Logistics\\\\Transportation Management Systems (TMS)\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "spendcategory": "Supply Chain and Logistics\\Transportation Management Systems (TMS)" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: Expanding TMS Capabilities with AI\n\nDescription: The company integrates artificial intelligence with their TMS to automate complex decision-making processes and enhance logistics efficiency.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Supply Chain and Logistics\\\\Transportation Management Systems (TMS)\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Hellingbanen\n\nDescription: The company specializes in the repair and renovation of hellingbanen.", "role": "user" }, { "content": "{\"probability\": 0.75, \"spendcategory\": \"Vertical Industry Solutions\\\\Retail Technology Solutions\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Betty Blocks\n\nDescription: Betty Blocks is a citizen development platform for building applications with minimal coding, emphasizing agility and flexibility in design.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Application Development and Delivery\\\\Low-Code Development Platforms\"}", "role": "assistant" } ]

[ -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 ]

{ "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: ERP Financial Tracking\n\nDescription: The company tracks all financial transactions meticulously using its ERP system to ensure accuracy.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Enterprise Resource Planning (ERP)\\\\Financial Management Systems\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.85, "spendcategory": "Collaboration and Productivity\\Team Collaboration Tools" }

[ { "content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ", "role": "system" }, { "content": "Subject: Lunch and Learn Sessions\n\nDescription: Regular \"Lunch and Learn\" sessions are held where employees can eat together and gain knowledge on various topics.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Collaboration and Productivity\\\\Team Collaboration Tools\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.95, "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: IoT for Automated Meter Reading\n\nDescription: The company uses IoT devices to automatically collect consumption data from utility meters to improve billing accuracy and efficiency.", "role": "user" }, { "content": "{\"probability\": 0.95, \"spendcategory\": \"Internet of Things (IoT)\\\\Industrial IoT Solutions\"}", "role": "assistant" } ]

[ -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 ]

{ "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: Steel Watch Bands\n\nDescription: The company works with steel watch bands, including their refurbishment and polishing.", "role": "user" }, { "content": "{\"probability\": 0.75, \"spendcategory\": \"Vertical Industry Solutions\\\\Retail Technology Solutions\"}", "role": "assistant" } ]

[ -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 ]

{ "probability": 0.85, "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: SEO Automation Tools\n\nDescription: The company integrates SEO automation tools to enhance online visibility and organic search rankings automatically.", "role": "user" }, { "content": "{\"probability\": 0.85, \"spendcategory\": \"Marketing and Advertising\\\\Marketing Automation\"}", "role": "assistant" } ]

[ -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 ]