Get embeddings

Gets the embeddings for the given entries

Parameters

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

Parameter	CLI option	Type	Required	Description
URL	--url	String	✔	Ollama server URL
Model	--model	String	✔	Models name
Question	--input	Array Of String	✔	String or array of request strings
AdditionalParameters	--options	Structure Of KeyAndValue	✖	Additional parameters. See GetEmbeddingsParameterStructure
AdditionalHeaders	--headers	Map Of KeyAndValue	✖	Additional request headers, if necessary

Returns

Map Of KeyAndValue - Processing result

Advanced call ?

Parameter	Description
proxy	InternetProxy or a structure with fields Protocol, Host, Port, User, Password, UseOSAuthentication
timeout	Request execution timeout
adv_response	Formats the response as a complete HTTP structure with fields code, body, and headers
retries	Number of HTTP request send attempts on 5** status codes or internal client errors
dontwait	Creates a background job and returns its data (for 1C and OneScript only)

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 = "nomic-embed-text-v2-moe";

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

    Result = OPI_Ollama.GetEmbeddings(URL, Model, StingsArray, , AdditionalHeaders);

Bash

    # JSON data can also be passed as a path to a .json file
    
    oint ollama GetEmbeddings \
      --url "https://hut.openintegrations.dev/ollama" \
      --model "nomic-embed-text-v2-moe" \
      --input "['Why is the sky blue?','Why is the grass green?']" \
      --headers "{'Authorization':'***'}"

CMD/Bat

    :: JSON data can also be passed as a path to a .json file
    
    oint ollama GetEmbeddings ^
      --url "https://hut.openintegrations.dev/ollama" ^
      --model "nomic-embed-text-v2-moe" ^
      --input "['Why is the sky blue?','Why is the grass green?']" ^
      --headers "{'Authorization':'***'}"

Result

{
 "model": "nomic-embed-text-v2-moe",
 "embeddings": [
  [
   -0.023377083,
   -0.039815597,
   -0.026976615,
   -0.040000755,
   0.037415713,
   -0.045650277,
   0.056364704,
   0.013559645,
   0.015879741,
   0.0711201,
   0.046037834,
   -0.086130954,
   0.024833031,
   -0.01432908,
   0.023052258,
   0.04044247,
   0.016339744,
   -0.05005762,
   -0.016876565,
   -0.014787036,
   0.049448553,
   0.019526914,
   -0.06560645,
   -0.04175051,
   -0.02843286,
   0.05182565,
   0.012752147,
   -0.0016665044,
   0.038716365,
   0.051535368,
   0.00584156,
   0.0007755707,
   0.022913434,
   0.06392446,
   -0.038003724,
   -0.033234283,
   -0.066329926,
   -0.08037679,
   0.042263642,
   0.016748663,
   0.01418123,
   0.013457093,
   0.011624278,
   0.014238991,
   -0.013748628,
   0.051531993,
   0.021072157,
   0.07569989,
   0.02140503,
   -0.06919649,
   0.0039464603,
   -0.012791496,
   -0.046320725,
   -0.007195886,
   0.007779556,
   -0.06134129,
   -0.01374209,
   -0.040604148,
   0.028345661,
   -0.04747942,
   0.0061556827,
   0.014106248,
   0.09201862,
   0.0015398758,
   -0.009631331,
   -0.0038964436,
   0.03682363,
   -0.035839166,
   -0.03807238,
   0.055670027,
   -0.0013260737,
   0.025252676,
   0.0037467296,
   0.07565882,
   -0.047345232,
   -0.037063956,
   -0.024034323,
   0.028335493,
   -0.09239901,
   0.042268574,
   0.011507675,
   -0.044367682,
   0.009322365,
   -0.030236725,
   0.012708565,
   -0.018103514,
   -0.082024276,
   -0.01809269,
   0.019340228,
   -0.01222963,
   -0.009168237,
   -0.0027882208,
   0.05474164,
   0.025428774,
   0.032191265,
   -0.012124515,
   0.003760471,
   0.014201002,
   -0.0065245545,
   0.02200837,
   0.03048284,
   0.08725099,
   0.024240285,
   0.058888808,
   -0.07347328,
   0.0616408,
   0.016072467,
   -0.011010588,
   0.10297248,
   0.02999366,
   -0.030772947,
   0.00765894,
   0.010290124,
   -0.043413114,
   0.0110719,
   -0.05654556,
   0.02350074,
   -0.035292085,
   0.014546188,
   0.025833452,
   0.007843072,
   0.03613608,
   -0.035433687,
   0.0025724492,
   0.011019124,
   -0.00057252217,
   -0.07885687,
   0.046548493,
   0.021734599,
   0.01884446,
   0.01435122,
   -0.0664635,
   0.0505971,
   -0.028974326,
   -0.01983977,
   -0.05966596,
   0.01958118,
   -0.020545477,
   -0.05370811,
   0.008216748,
   -0.088197105,
   -0.035971634,
   0.038610596,
   -0.03593245,
   -0.059190493,
   -0.0145298075,
...