Embedding v2

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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:

Method URI
POST /v1/api-tools/embedding/v2

Request headers

For information about the headers common to all CLOVA Studio APIs, see CLOVA Studio request headers.

Request body

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

Field Type Required Description
text String Required Text (tokens) to perform embedding
  • Up to 8192

Request example

The request example is as follows:

curl --location --request POST 'https://clovastudio.stream.ntruss.com/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:

Field Type Required Description
status Object - See Response status.
result Object - Response result
result.embedding Array - Embedding performance results
  • Composed of a list of 1024 floats
result.inputTokens Integer - 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.