voyage-multilingual-2

This documentation is valid for the following list of our models:

• voyage-multilingual-2

Try in Playground

Model Overview

Optimized for multilingual retrieval and retrieval-augmented generation (RAG), this model surpasses alternatives like OpenAI v3 large and Cohere multilingual v3 across most languages, including French, German, Japanese, Spanish, and Korean. On average, it outperforms the second-best model by 5.6%, while maintaining strong performance in English. Additionally, it supports a large 32K context length.

Setup your API Key

If you don’t have an API key for the AI/ML API yet, feel free to use our Quickstart guide.

API Schema

post

Authorizations

access-token

AuthorizationstringRequired

Bearer key

Body

application/json

modelundefined · enumRequiredPossible values:

inputany ofRequired

Input text to embed, encoded as a string or array of tokens.

string · min: 1 · max: 8000Optional

or

string[]Optional

input_typestring · enumOptional

The type of input data for the model.

Default: documentPossible values:

Responses

201Success

No content

post

/v1/embeddings

HTTPcURLJavaScriptPython

POST /v1/embeddings HTTP/1.1
Host: api.aimlapi.com
Authorization: Bearer YOUR_SECRET_TOKEN
Content-Type: application/json
Accept: */*
Content-Length: 72

{
  "model": "voyage-multilingual-2",
  "input": "text",
  "input_type": "document"
}

201Success

No content

Code Example

Python

import openai

# Initialize the API client
client = openai.OpenAI(
    # Insert your AIML API Key instead of <YOUR_AIMLAPI_KEY>
    api_key="<YOUR_AIMLAPI_KEY>",
    base_url="https://api.aimlapi.com/v1",
)

# Define the text for which to generate an embedding
text = "Laura is a DJ."

# Request the embedding
response = client.embeddings.create(
    input=text,
    model="voyage-multilingual-2"
)

# Print the embedding
print(response)

JS

This example shows how to set up an API client, send text to the embedding API, and print the response with the embedding vector. See how large a vector response the model generates from just a single short input phrase.

Response

CreateEmbeddingResponse(data=[Embedding(embedding=[0.057845164090394974, -0.0009027316118590534, 0.0018743404652923346, -0.013910274021327496, -0.01372489146888256, -0.022771991789340973, -0.046326544135808945, 0.03561760112643242, 0.012907890602946281, 0.0007679080590605736, 0.0006164147634990513, -0.029242057353258133, 0.010541332885622978, -0.045086756348609924, 0.04110909253358841, 0.04766305536031723, -0.02904568240046501, -0.032282181084156036, 0.03853169083595276, 0.05892375484108925, -0.01231437362730503, -0.04767551273107529, 0.011599955148994923, 0.02466391772031784, -0.009037940762937069, 0.013361179269850254, 0.0178985595703125, 0.033255256712436676, -0.018267124891281128, 0.009587126784026623, 0.05244050174951553, -0.012508914805948734, -0.018404515460133553, -0.057481732219457626, 0.029757903888821602, -0.027167314663529396, -0.05003126338124275, 0.0206646416336298, 0.04715307056903839, -0.0335824228823185, 0.019010121002793312, -0.0026166026946157217, -0.03323107585310936, -0.04417522996664047, -0.028019119054079056, 0.031471043825149536, -0.01441586297005415, -0.006250427570194006, -0.015249716117978096, -0.024323927238583565, -0.028204500675201416, -0.016545195132493973, -0.024619953706860542, -0.017242394387722015, 0.041103046387434006, 0.026019664481282234, 0.03304935619235039, 0.02037154696881771, 0.09659228473901749, -0.02665696293115616, 0.02161719836294651, -0.004972717724740505, 0.022623611614108086, 0.02270311303436756, -0.001752889365889132, -0.02740435115993023, -0.023277578875422478, 0.004533441737294197, -0.048721130937337875, -0.024136347696185112, -0.03798653557896614, -0.001716802129521966, 0.028371566906571388, -0.005371143575757742, -0.037907399237155914, -0.044046271592378616, -0.00234915385954082, 0.007551584858447313, 0.06384774297475815, -0.02369963563978672, -0.028201570734381676, -0.038272302597761154, 0.009272050112485886, -0.04817670211195946, 0.008809693157672882, -0.05541248247027397, 0.01776226982474327, -0.019339853897690773, 0.010907519608736038, 0.010341846384108067, -0.027222635224461555, 0.029933759942650795, -0.006886809132993221, -0.020414777100086212, 0.023778771981596947, 0.014393880032002926, -0.04636465013027191, -0.032630231231451035, -0.04958575963973999, -0.03882332146167755, 0.0035010159481316805, -0.019186710938811302, -0.02101488970220089, 0.007120735477656126, 0.01952468603849411, 0.04418402537703514, 0.015531454235315323, -0.030933212488889694, 0.015098681673407555, -0.006455044262111187, -0.008143635466694832, 0.0013269862392917275, 0.05993200093507767, -0.030396848917007446, 0.004764253739267588, 0.0021702744998037815, -0.04451668635010719, -0.0035112742334604263, 0.027741411700844765, -0.009438381530344486, 0.0071203685365617275, -0.009677986614406109, -0.010770496912300587, 0.04360516369342804, 0.04361322149634361, 0.03371550515294075, -0.04943041875958443, -0.003502481384202838, -0.020469732582569122, 0.03891564905643463, -0.01905994676053524, -0.01611141487956047, 0.07288824766874313, -0.00537828728556633, -0.014172228053212166, 0.025775479152798653, 0.03485628589987755, -0.019015250727534294, -0.03625214844942093, 0.0402580201625824, 0.09400133043527603, -0.03186379000544548, 0.006665934808552265, -0.0055109127424657345, 0.03123290278017521, 0.019058482721447945, -0.043079059571027756, 0.029966000467538834, -0.021543558686971664, -0.025723455473780632, 0.006937551312148571, -0.023517917841672897, 0.0011394055327400565, 0.041642893105745316, -0.013444253243505955, 0.007449001539498568, -0.006767097860574722, 0.019321534782648087, 0.03649028763175011, 0.00965746957808733, 0.045523468405008316, 0.011718017049133778, -0.034857749938964844, -0.0014097854727879167, 0.04307026416063309, 0.03536480292677879, 0.031992752104997635, 0.03766816481947899, 0.01964760199189186, 0.007684942800551653, -0.001420295680873096, -0.015039420686662197, -0.006210676394402981, -0.01918451301753521, 0.012890716083347797, -0.0032767984084784985, 0.010368957184255123, -0.04118639603257179, -0.016430888324975967, -0.07126303762197495, -0.01041053980588913, 0.07100512087345123, -0.03611805662512779, 0.01493299100548029, 0.009442045353353024, 0.027436595410108566, 0.04818769916892052, 0.05246980860829353, 0.021413495764136314, 0.030949333682656288, 0.0370713472366333, -0.030329439789056778, 0.027228495106101036, 0.019177917391061783, -0.006164513994008303, -0.04813786968588829, -0.030197545886039734, 0.009045039303600788, -0.031243160367012024, 0.014569737017154694, -0.016682950779795647, 0.03158827871084213, 0.014127896167337894, 0.024068569764494896, 0.06960046291351318, 0.01983719691634178, 0.003191801020875573, 0.004835512954741716, -0.02859431691467762, -0.012031537480652332, 0.04464711248874664, 0.004305561073124409, 0.02133655920624733, -0.054638709872961044, 0.003623016644269228, -0.005689701065421104, -0.0195347610861063, 0.009204455651342869, 0.06583493202924728, -0.007590419612824917, -0.020083580166101456, 0.009608376771211624, -0.014942699111998081, -0.03729923069477081, -0.028290964663028717, 0.025601821020245552, 0.01639571785926819, 0.002022353233769536, -0.04055257886648178, -0.037996795028448105, 0.007241636980324984, 0.015836775302886963, 0.013989408500492573, 0.030728045850992203, -0.021143849939107895, 0.03177732601761818, -0.006387998815625906, -0.016457999125123024, -0.032798394560813904, -0.013876567594707012, 0.07038522511720657, 0.03883577883243561, -0.021638356149196625, -0.03750805929303169, 0.07091718912124634, -0.04667240008711815, 0.026717044413089752, -0.003357491223141551, -0.0483371764421463, -0.033371761441230774, -0.04099075868725777, 0.008803099393844604, 0.0508284792304039, 0.0024781154934316874, 0.03905486688017845, 0.01993776485323906, -0.06363672018051147, -0.0055959103628993034, -0.012547474354505539, -0.017691195011138916, -0.024845635518431664, 0.015546474605798721, 0.0263990368694067, -0.02122298628091812, 0.03110833652317524, 0.03882625326514244, 0.04800964146852493, -0.007528136484324932, -0.041631169617176056, -0.02029900625348091, 0.0009921254822984338, -0.05200086161494255, 0.008155359886586666, 0.015196959488093853, -0.016482912003993988, -0.07117511332035065, 0.03370881825685501, -0.0021044197492301464, -0.006149126682430506, 0.03757254034280777, -0.05066874250769615, -0.017506545409560204, 0.014065613970160484, 0.10154558718204498, 0.005148940719664097, 0.015364022925496101, -0.0566786527633667, 0.03101234883069992, -0.03444741666316986, -0.005016833543777466, -0.01653713546693325, -0.004551760386675596, 0.010944155976176262, 0.012217652052640915, 0.025062525644898415, -0.07248817384243011, 0.0432402603328228, 0.0178410392254591, -0.05529671162366867, 0.035077571868896484, 0.026747819036245346, -0.013445718213915825, 0.031428541988134384, 0.023121874779462814, -0.050834089517593384, 0.014191645197570324, 0.07455595582723618, -0.05089442431926727, 0.06400015205144882, 0.006336340680718422, -0.003738697385415435, -0.024789949879050255, -0.049121204763650894, -0.021647972986102104, -0.0075376625172793865, -0.016145853325724602, 0.026882095262408257, 0.023737555369734764, -0.0028968744445592165, -0.0005803274689242244, 0.018627632409334183, 0.008923817425966263, 0.03402096405625343, -0.0006155446171760559, -0.043823517858982086, -0.07041599601507187, -0.03705596178770065, 0.002571905730292201, -0.0168021097779274, 0.03527247905731201, -0.012257220223546028, -0.02173427864909172, -0.02162306010723114, -0.02734573557972908, 0.035801514983177185, 0.03520360216498375, -0.003950916230678558, 0.007991409860551357, 0.030921489000320435, -0.03044521063566208, -0.007312712259590626, 0.017868516966700554, -0.002456133486703038, -0.04013785347342491, -0.02091377042233944, -0.03032064624130726, 0.029716504737734795, 0.04513658210635185, -0.009101688861846924, 0.025754230096936226, 0.03669453784823418, -0.0242554172873497, -0.0586775541305542, -0.03932158276438713, -0.04619758576154709, 0.02513946406543255, 0.011140162125229836, -0.02658662013709545, -0.02459430694580078, 0.01762891188263893, 0.03304349258542061, -0.017527062445878983, 0.028978271409869194, 0.005245662294328213, -0.01639150269329548, 0.07581187039613724, 0.011413106694817543, 0.0013929326087236404, -0.005938097834587097, 0.035190410912036896, -0.010111766867339611, -0.01561919879168272, -0.029244987294077873, 0.02467857301235199, -0.03860844671726227, -0.03076614812016487, 0.011536847800016403, 0.04979971796274185, -0.025591563433408737, -0.009136494249105453, -0.03457418084144592, -0.03322118520736694, -0.00378531776368618, -0.01686466857790947, -0.023610243573784828, -0.02731715701520443, 0.03662804514169693, -0.015455249696969986, -0.010230286978185177, 0.026115605607628822, -0.024274468421936035, -0.00718411710113287, -0.0013951306464150548, -0.021908828988671303, 0.028307083994150162, -0.021137990057468414, -0.0019109774148091674, -0.022319160401821136, -0.008841750212013721, -0.02746443636715412, 0.006952938623726368, 0.005442768335342407, -0.010238896124064922, 0.016415134072303772, -0.05650865286588669, -0.010008450597524643, -0.016973845660686493, -0.0031368457712233067, -0.0053885458037257195, -0.02880900911986828, -0.03755861893296242, 0.015317128039896488, -0.035344287753105164, 0.0690225139260292, -0.05149087682366371, -0.01810739003121853, -0.016629641875624657, 0.01870218850672245, 0.005341650918126106, 0.004787976387888193, -0.0033903727307915688, -0.012824357487261295, 0.006840829737484455, 0.014728100039064884, 0.05206534266471863, 0.0869135633111, 0.003285591257736087, 0.004043607506901026, 0.029869280755519867, 0.018678924068808556, -0.018707500770688057, 0.01013521384447813, -0.024798739701509476, 0.029745811596512794, -0.047047559171915054, 0.033333659172058105, -0.005262515041977167, -0.05391769856214523, -0.012925475835800171, -0.029549438506364822, 0.026096416637301445, 0.043419044464826584, -0.05861014500260353, -0.017705850303173065, -0.015149331651628017, 0.03757473826408386, -0.008793573826551437, -0.04183486849069595, 0.013096203096210957, -0.018717026337981224, -0.0091738635674119, 0.03411219269037247, -0.018549229949712753, -0.012181198224425316, 0.007967046461999416, 0.014891407452523708, 0.029702214524149895, 0.028654400259256363, 0.006773784290999174, 0.022656220942735672, -0.03220817446708679, 0.01590551622211933, 0.0017717572627589107, 0.009474744088947773, 0.0054181297309696674, -0.017475588247179985, -0.038662850856781006, 0.0070033143274486065, -0.029505109414458275, -0.0012638333719223738, 0.05868781358003616, 0.011697225272655487, -0.008891209959983826, 0.021945463493466377, -0.0075046890415251255, 0.014229013584554195, 0.0035515748895704746, -0.030845284461975098, -0.09485716372728348, 0.018412208184599876, 0.023707697167992592, 0.07369179278612137, 0.022291315719485283, -0.05279221385717392, -0.010190902277827263, 0.05164328217506409, 0.031188298016786575, 0.002980040153488517, -0.08695826679468155, 0.0429794043302536, 0.02561354450881481, 0.029860487207770348, 0.03285078704357147, 0.08706597983837128, 0.04027707129716873, -0.018498672172427177, -0.0030276679899543524, -0.0067353155463933945, 0.019855698570609093, 0.026196803897619247, 0.0018959562294185162, 0.0018670131685212255, -0.06255611777305603, 0.0003326624573674053, 0.03328383341431618, -0.0029316795989871025, -0.03356941416859627, -0.0012053519021719694, 0.009081904776394367, -0.028531301766633987, 0.01601908914744854, -0.05138242617249489, 0.05166233703494072, 0.006489116232842207, -0.02298448607325554, -0.04391730949282646, -0.0021850208286195993, -0.02515668421983719, -0.06237054988741875, -0.0012060846202075481, -0.07159717381000519, 0.028786294162273407, 0.021236909553408623, -0.005362899973988533, -0.0021058854181319475, -0.016253840178251266, 0.0015795972431078553, -0.04117174446582794, 0.008954042568802834, 0.012817030772566795, 0.0430087111890316, 0.016087349504232407, -0.007523740641772747, -0.015479063615202904, 0.002503028605133295, 0.02588319033384323, -0.06546562910079956, 0.03749120607972145, 0.012339286506175995, 0.040704987943172455, -0.02914973348379135, -0.004227890633046627, -0.026813767850399017, -0.0640060156583786, -0.006373709999024868, -0.03301382064819336, 0.005635111592710018, -0.019742857664823532, 0.047415394335985184, -0.030029015615582466, 0.00021505821496248245, 0.004114488139748573, -0.022802766412496567, 0.0030044037848711014, 0.01207650825381279, 0.0293387770652771, 0.0003573923313524574, -0.027043480426073074, 0.03645658120512962, 0.03444448858499527, 0.020135605707764626, 0.029239125549793243, -0.03881965950131416, 0.018692845478653908, -0.05331685394048691, 0.014688440598547459, -0.010225065983831882, 0.006867208518087864, 0.0084206098690629, -0.006458891090005636, -0.07007893919944763, 0.03593926876783371, -0.011912833899259567, -0.029922036454081535, 0.028507854789495468, 0.005577591713517904, 0.0030360945966094732, 0.016278479248285294, 0.02660713531076908, -0.026481103152036667, -0.005822600796818733, 0.057106565684080124, 0.0060425130650401115, 0.016240376979112625, 0.036557700484991074, -0.012101879343390465, -0.004008070100098848, 0.03735161945223808, 0.03224238380789757, 0.014100052416324615, 0.0008642629254609346, -0.005151322111487389, 0.009142355993390083, 0.024317516013979912, -0.00884046871215105, -0.0005561471916735172, -0.009329204447567463, 0.06919965893030167, -0.06338465213775635, 0.008922352455556393, 0.026835748925805092, 0.010519168339669704, -0.03307133913040161, 0.04510214552283287, -0.01816747337579727, -0.01031180378049612, 0.007164699956774712, -0.0312790647149086, -0.020532015711069107, -0.02288922853767872, -0.01958330348134041, 0.029145335778594017, 0.001333580818027258, -0.020211076363921165, -0.023764848709106445, 0.0097893625497818, -0.024109236896038055, -0.00482800230383873, -0.02953515015542507, -0.006391295697540045, -0.03866212069988251, 0.004425729624927044, 0.032025355845689774, 0.04346887394785881, 0.005736229475587606, 0.00733616016805172, 0.012607468292117119, 0.0201000664383173, 0.028198640793561935, -0.05013091117143631, -0.023890148848295212, -0.024855894967913628, 0.016712257638573647, -0.058840591460466385, -0.06298457831144333, -0.02979307435452938, -0.00593296904116869, 0.03960295394062996, 0.08233029395341873, 0.022603461518883705, 0.038143340498209, -0.009229734539985657, -0.014767575077712536, -0.05690726637840271, 0.0736502930521965, 0.03506511449813843, 0.00795898586511612, -0.02190498076379299, -0.014072941616177559, -0.004499552771449089, -0.01748456433415413, 0.011000942438840866, 0.03698268532752991, 0.02564871497452259, 0.024660620838403702, 0.04296181723475456, 0.007136855740100145, -0.02447633631527424, 0.019411660730838776, 0.002154245972633362, 0.04516588896512985, -0.011527413502335548, -0.04524649307131767, 0.05214410647749901, -0.05337253957986832, -0.038242995738983154, 0.01305150706321001, -0.02641955390572548, 0.002049830975010991, -0.002212315332144499, 0.061227478086948395, -0.036774590611457825, 0.022928796708583832, -0.0519862063229084, 0.03575168922543526, -0.04780374467372894, 0.00336033059284091, 0.0033691232092678547, 0.029873674735426903, 0.011861542239785194, 0.05260756239295006, 0.019306879490613937, 0.02792038396000862, 0.03414259850978851, -0.0017593008233234286, -0.01442905142903328, -0.027037985622882843, -0.021172426640987396, 0.020393528044223785, 0.0554916188120842, 0.009962196461856365, 0.02529645338654518, 0.03517429530620575, 0.010045819915831089, 0.0375058613717556, -0.06613681465387344, 0.033504385501146317, 0.03355934098362923, 0.06702489405870438, -0.006382137071341276, -0.042662858963012695, -0.019240200519561768, 0.008492968045175076, -0.017111599445343018, -0.03916896879673004, -0.0035083433613181114, 0.002014476340264082, 0.0060454439371824265, 0.009458165615797043, 0.00035464458051137626, -0.018818143755197525, -0.01000185590237379, 0.02740362100303173, 0.04639102518558502, 0.012544453144073486, -0.0037281643599271774, 0.03146957606077194, -0.030648911371827126, 0.018451042473316193, -0.027471764013171196, 0.0059256418608129025, 0.02417444996535778, -0.059920281171798706, 0.040218453854322433, -0.01118229515850544, -0.004545532166957855, 0.022634604945778847, 0.051191918551921844, -0.012872719205915928, -0.03148569539189339, 0.04341684654355049, -0.06210090219974518, 0.030177028849720955, 0.03685225918889046, 0.02763296850025654, 0.0029009045101702213, -0.08340302109718323, -0.04452694207429886, -0.015347902663052082, -0.016872361302375793, -0.01572306454181671, -0.024205774068832397, -0.010738257318735123, 0.04418255761265755, -0.01665364019572735, -0.006684023886919022, -0.01319365669041872, 0.01918744295835495, 0.021126264706254005, -0.04279915243387222, -0.023488609120249748, -0.058640554547309875, 0.017625248059630394, 0.0012222048826515675, -0.00740064075216651, -0.0065489262342453, 0.0026385849341750145, -0.002881120890378952, 0.005874671041965485, 0.017962858080863953, 0.021306518465280533, -0.022814489901065826, -0.02079213783144951, -0.04342307895421982, 0.038663219660520554, -0.06817382574081421, -0.04299332574009895, -0.022769244387745857, 0.011341298930346966, 0.004675592761486769, -0.0017335634911432862, 0.03858005255460739, -0.0016050597187131643, -0.007442040368914604, 0.010117262601852417, -0.010849266313016415, -0.013963030651211739, 0.010359248146414757, -0.011741372756659985, 0.03153112530708313, 0.03391691669821739, -0.10248935222625732, -0.018841590732336044, -0.044060926884412766, 0.05467681214213371, 0.034804992377758026, 0.01901378482580185, 0.006955137010663748, -0.00043378013651818037, -0.016307787969708443, 0.01833343878388405, 0.019805140793323517, -0.02074231021106243, 0.03904900699853897, 0.021357810124754906, -0.0016420629108324647, 0.02659870870411396, -0.05513111129403114, -0.050720036029815674, -0.0075733838602900505, 0.02621585503220558, -0.004296767991036177, -0.0211570393294096, 0.037041306495666504, 0.012433167546987534, -0.0646156519651413, 0.02500024437904358, 0.01616930030286312, 0.0670454129576683, 0.005961362738162279, 0.009647211991250515, 0.047027040272951126, 0.023166203871369362, -0.05796826630830765, 0.03150767832994461, -0.059228572994470596, -0.01618010923266411, -0.0021747625432908535, -0.005702157039195299, -0.02735745906829834, -0.028260190039873123, 0.04713548347353935, 0.029802601784467697, -0.014292028732597828, -0.0037303625140339136, -0.016095753759145737, 0.007123666349798441, -0.007317108567804098, 0.0026128473691642284, -0.017491890117526054, 0.00951824989169836, 0.0043143536895513535, -0.029180508106946945, 0.023087069392204285, -0.014172593131661415, 0.032633163034915924, -0.029881004244089127, -0.01117057166993618, 0.04170737415552139, -0.0323503278195858, 0.03645511716604233, 0.032149557024240494, -0.025000976398587227, 0.031025536358356476, -0.023846914991736412, 0.007368400227278471, 0.011295869015157223, 0.05060279369354248, 0.029210548847913742, 0.017327941954135895, -0.04537985101342201, 0.04985174536705017, 0.05425769090652466, -0.07071788609027863, 0.03828782960772514, -0.005519339349120855, 0.0008235960267484188, -0.01438458263874054, 0.00419867318123579, -0.020005909726023674, 0.020385468378663063, 0.01701268181204796, 0.059005822986364365, 0.025953534990549088, 0.008850726298987865, 0.007349349558353424, 0.0373900905251503, -0.018437854945659637, -0.04028879478573799, -0.019248994067311287, 0.019583120942115784, -0.010924371890723705, -0.041212040930986404, 0.028338178992271423, 0.009138692170381546, -0.012362733483314514, -0.03297315165400505, -0.048976119607686996, 0.01534423977136612, -0.041257474571466446, 0.00857448484748602, -0.019805872812867165, 0.049821700900793076, -0.014710422605276108, -0.015567861497402191, -0.014404870569705963, 0.0078065767884254456, -0.017839940264821053, 0.023479081690311432, -0.008627974428236485, -0.035085633397102356, -0.011232120916247368, 0.011116348206996918, -0.008819951675832272, 0.026842709630727768, -0.031918011605739594, 0.0198249239474535, -0.013773984275758266, 0.006071456242352724, -0.0351303294301033, 0.0259352158755064, -0.013237621635198593, -0.0016808980144560337, -0.01634167693555355, 0.03793817386031151, -0.05814998224377632, -0.007939934730529785, -0.016123231500387192, 0.02045581117272377, -0.04204736277461052, -0.010636406019330025, -0.07381296902894974, -0.053354959934949875, 0.005346047226339579, -0.08725428581237793, -0.04446759074926376, 0.011005706153810024, 0.0302942655980587, 0.0241978969424963, 0.05837566778063774, 0.029894191771745682, 0.06929931044578552, -0.020214740186929703, -0.0361444354057312, 0.000857301929499954, -0.005784223321825266, -0.012699426151812077, 0.0178981926292181, -0.007309781387448311, -0.004630529787391424, 0.006477254908531904, -0.02653459459543228, 0.024214016273617744, 0.006005144212394953, 0.06689006835222244, 0.0043260776437819, -0.021520476788282394, 0.002120173769071698, 0.043079059571027756, 0.043134741485118866, -0.010642267763614655, 0.014144612476229668, -0.035096075385808945, -0.003447800874710083, -0.005579057149589062, 0.01145157590508461, 0.01145157590508461, 0.027062438428401947, 0.07839696854352951, 0.05562497675418854, 0.04545898735523224, -0.011273520067334175, 0.011593909934163094, 0.04201805219054222, -0.014115439727902412, -0.014988861978054047, -0.009956425987184048, -0.032844189554452896, -0.030510425567626953, 0.0076351165771484375, -0.004629430361092091, 0.02782714180648327, -0.0340891107916832, 0.034775685518980026, -0.0013936653267592192, -0.05642658844590187, -0.01758861169219017, -0.0068441275507211685, 0.03825618326663971, 0.049726445227861404, -0.006399722304195166, -0.01911490224301815, 0.04333111643791199, -0.020998219028115273, 0.00421030493453145, -0.027794167399406433, 0.001966665266081691, 0.0027712101582437754, -0.04785320162773132, 0.006933154538273811, -0.004050568677484989, 0.005927839782088995, 0.06081714481115341, 0.023868165910243988, -0.035575833171606064, -0.023879889398813248, 3.370588819961995e-05, 0.014758416451513767, -0.009112313389778137, 0.010482348501682281, 0.03294677287340164, -0.06620422750711441, -0.035567041486501694, -0.04983196035027504, 0.01353511307388544, -0.0015563326887786388, 0.01810739003121853, -0.001902184565551579, -0.046697311103343964, -0.02415979467332363, 0.06844493746757507, 0.05294462665915489, 0.059990618377923965, -0.034081049263477325, -0.06128023564815521, 0.0006209943676367402, -0.022921469062566757, -0.011540602892637253, -0.03592168539762497, -0.04806166887283325, 0.03494274616241455, -0.0003458517312537879, -0.008194927126169205, -0.015179373323917389, -0.04232708737254143, -0.017277931794524193, 0.021506555378437042, 0.03709149733185768, 0.04129704087972641, -0.009954961016774178, -0.01002676971256733, 0.009094728156924248, -0.030097024515271187, 0.0015937023563310504], index=0, object='embedding')], model='voyage-multilingual-2', object='list', usage=Usage(prompt_tokens=None, total_tokens=7), meta={'usage': {'credits_used': 2}})

You can find a more advanced example of using embedding vectors in our article Find Relevant Answers: Semantic Search with Text Embeddings in the Use Cases section.