Embedding v2
    • PDF

    Embedding v2

    • PDF

    Article summary

    Available in Classic and VPC

    Perform a vectorization task to represent long text as numbers.

    Request

    This section describes the request format. The method and URI are as follows:

    MethodURI
    POST/v1/api-tools/embedding/v2

    Request headers

    The following describes the request headers.

    FieldRequiredDescription
    AuthorizationRequiredAPI key for authentication <e.g.,> Bearer nv-************
    X-NCP-CLOVASTUDIO-REQUEST-IDOptionalRequest ID
    Content-TypeRequiredRequest data format
    • application/json

    Request body

    You can include the following data in the body of your request:

    FieldTypeRequiredDescription
    textStringRequiredText (tokens) to perform embedding
    • Up to 8192

    Request example

    The request example is as follows:

    curl --location --request POST 'https://clovastudio.stream.ntruss.com/testapp/v1/api-tools/embedding/v2/' \
    --header 'Authorization: Bearer {API Key}' \
    --header 'X-NCP-CLOVASTUDIO-REQUEST-ID: {Request ID}' \
    --header 'Content-Type: application/json' \
    --data '{
              "text": "How's the weather today?"
    }'
    

    Response

    This section describes the response format.

    Response body

    The response body includes the following data:

    FieldTypeRequiredDescription
    embeddingArray-Embedding performance results
    • Composed of a list of 1024 floats
    inputTokensInteger-Number of tokens in the text performing embedding

    Response example

    The response example is as follows:

    Succeeded

    The following is a sample response upon a successful call.

    {
        "status": {
          "code": "20000",
            "message": "OK"
          },
        "result": {
          "embedding": [ -0.3861295, -0.7903874, ... , 0.2994273, -0.7736456, -0.24933687 ]
          "inputTokens": 4
        }
      }
    

    Failure

    The following is a sample response upon a failed call.


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