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Get embeddings

Gets the embeddings for the given entries

Function GetEmbeddings(Val URL, Val Model, Val Question, Val AdditionalParameters = "", Val AdditionalHeaders = "") Export

ParameterCLI optionTypeRequiredDescription
URL--urlString✔Ollama server URL
Model--modelString✔Models name
Question--inputArray Of String✔String or array of request strings
AdditionalParameters--optionsStructure Of KeyAndValue✖Additional parameters. See GetEmbeddingsParameterStructure
AdditionalHeaders--headersMap Of KeyAndValue✖Additional request headers, if necessary

Returns: Map Of KeyAndValue - Processing result


tip

Method at API documentation: Generate Embeddings


1C:Enterprise/OneScript code example
    URL   = "https://hut.openintegrations.dev/ollama";
    Token = "12We34..."; // Authorization - not part API Ollama

    StingsArray = New Array;
    StingsArray.Add("Why is the sky blue?");
    StingsArray.Add("Why is the grass green?");

    Model = "tinyllama";

    AdditionalHeaders = New Map;
    AdditionalHeaders.Insert("Authorization", StrTemplate("Bearer %1", Token));

    Result = OPI_Ollama.GetEmbeddings(URL, Model, StingsArray, , AdditionalHeaders);
    # JSON data can also be passed as a path to a .json file
    
    oint ollama GetEmbeddings \
     --url "https://hut.openintegrations.dev/ollama" \
     --model "tinyllama" \
     --input "['Why is the sky blue?','Why is the grass green?']" \
     --headers "{'Authorization':'***'}"
Result
{
 "model": "tinyllama",
 "embeddings": [
  [
   -0.00044430292,
   0.025364451,
   -0.01982562,
   -0.01386767,
   -0.007092864,
   -0.00503173,
   0.01651015,
   -0.028159814,
   0.015309966,
   0.013927799,
   0.009948988,
   -0.01869834,
   -0.02563637,
   -0.022916118,
   0.033947412,
   0.03941754,
   0.02642755,
   -0.010713595,
   -0.0076262536,
   0.018318623,
   0.030285759,
   0.002330778,
   -0.018220112,
   0.011386592,
   0.000666717,
   -0.008044991,
   0.043651845,
   0.05132412,
   0.003812024,
   -0.0136625115,
   -0.015328717,
   -0.027654702,
   0.001977373,
   -0.0122701805,
   0.011486682,
   0.053245112,
   0.05337978,
   -0.0006950077,
   -0.01195663,
   0.01159945,
   0.013282272,
   0.004622383,
   0.040185854,
   0.0054333764,
   -0.019031523,
   -0.022164648,
   -0.02582063,
   -0.014741235,
   -0.013980079,
   0.01294476,
   0.031466667,
   -0.03512586,
   -0.014624453,
   -0.009558237,
   -0.0068604904,
   -0.007057802,
   0.012021439,
   -0.0006198152,
   0.019291516,
   0.03393301,
   -0.027182134,
   -0.036371164,
   -0.012455482,
   0.02411247,
   0.011506146,
   0.017271796,
   0.0059685884,
   -0.035789035,
   0.0015824656,
   0.018839229,
   -0.04484443,
   0.010405249,
   0.0181315,
   -0.029923748,
   0.017660325,
   0.02027916,
   -0.011880048,
   0.005352395,
   0.029090125,
   -0.01706375,
   0.0149785215,
   0.014900051,
   0.03415813,
   0.009630137,
   0.007297612,
   -0.014927609,
   -0.024197245,
   0.021678656,
   0.0068406337,
   0.011193635,
   -0.050415695,
   0.008101151,
   0.01351943,
   0.004162063,
   -0.008875305,
   -0.017664887,
   -0.009920957,
   0.014776082,
   0.013460335,
   -0.004077699,
   0.016902719,
   0.0051475936,
   -0.0084040845,
   0.009280715,
   -0.018571058,
   0.0012752402,
   -0.01596135,
   -0.0016916095,
   0.018394733,
   0.019883,
   0.027734987,
   0.03631366,
   0.039260034,
   -0.016021095,
   0.011052684,
   0.011507018,
   -0.0076753194,
   0.01993369,
   0.0071385438,
   -0.02870273,
   -0.02153879,
   0.0009840115,
   -0.010758189,
   0.015692476,
   -0.029970534,
   0.01930829,
   -0.0018783837,
   -0.0010985625,
   0.0052133594,
   -0.006007234,
   -0.010127605,
   -0.019594474,
   0.026688702,
   0.015195338,
   -0.0041626943,
   -0.02570787,
   0.021987861,
   0.0084545165,
   -0.015682045,
   -0.009067063,
   0.034213036,
   0.010508461,
   -0.0003027637,
   -0.051668152,
   -0.009586356,
   -0.0067230226,
...