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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": [
  [
   0.006567801,
   0.017120766,
   -0.021233078,
   -0.00071872346,
   -0.008213052,
   -0.001771016,
   0.03765172,
   -0.04352719,
   0.019900957,
   0.0134296445,
   0.0016286174,
   0.0056792665,
   -0.003862323,
   0.00542662,
   0.000581516,
   0.028417204,
   0.005597418,
   -0.0061729737,
   -0.013061436,
   0.012481694,
   0.0062368955,
   0.01467892,
   0.008914758,
   0.019255377,
   -0.013752533,
   -0.017215604,
   0.007988796,
   -0.009675451,
   -0.009591684,
   -0.010658318,
   -0.050292917,
   -0.06933649,
   0.02217853,
   0.011071725,
   0.002628688,
   0.06139993,
   0.020888343,
   -0.00075766706,
   -0.016858619,
   0.021615649,
   -0.0014523858,
   0.029499304,
   0.0016150207,
   -0.0110375,
   -0.031718228,
   -0.0047946484,
   -0.015021475,
   -0.021662567,
   -0.019978186,
   0.012649324,
   0.026452394,
   -0.012192569,
   -0.01574544,
   -0.0141633665,
   0.01589783,
   -0.008814906,
   0.019047515,
   0.014005591,
   0.018277107,
   0.0027028804,
   -0.014426378,
   -0.040070668,
   0.009694338,
   -0.0060418397,
   0.0042678732,
   0.0127479145,
   0.003752015,
   -0.02211856,
   -0.00479138,
   0.005974252,
   -0.037253555,
   0.0008083566,
   -0.0031136523,
   -0.030845378,
   0.010942472,
   0.025139084,
   -0.00165144,
   -0.016407365,
   0.0020046276,
   0.00014505222,
   0.013110961,
   0.018136261,
   0.015896736,
   0.01758994,
   0.0068580583,
   0.0068650576,
   0.0045976713,
   -0.0010780791,
   -0.0039052044,
   0.013587107,
   -0.025456522,
   0.010030832,
   -0.00016159813,
   0.025927372,
   0.008783384,
   -0.021077346,
   -0.02474387,
   0.0061034793,
   -0.003990975,
   -0.01315375,
   0.00446011,
   0.01724706,
   -0.013162027,
   0.0065136547,
   -0.0043413267,
   0.00590098,
   -0.01829046,
   0.011613089,
   0.031036222,
   0.011892632,
   0.027967649,
   -0.0031644995,
   0.06676259,
   -0.0068227155,
   0.000621177,
   0.0024983408,
   -0.023144135,
   -0.0031124877,
   0.0045454237,
   -0.015090792,
   -0.025370236,
   0.009406088,
   -0.0149791865,
   -0.00016507473,
   -0.02823981,
   0.012637605,
   -0.00068884,
   0.004953009,
   0.020397333,
   -0.005005641,
   -0.035857968,
   -0.0167443,
   -0.007977171,
   -0.0041365717,
   -0.0030276233,
   -0.036033098,
   0.022056058,
   0.02876913,
   -0.011989511,
   0.0072020018,
   0.020037673,
   -0.0034762,
   -0.0097052455,
   -0.035286386,
   0.0060704523,
   -0.016847983,
...