Embeddings

Create an embedding

post

This endpoint creates an embedding using the specified model.

Authorizations

bearerAuth

AuthorizationstringRequired

Bearer authentication header of the form Bearer <token>.

Body

application/json

A request object for generating embeddings. This object contains suggested parameters to generate an embedding from the specified model; however, you may include other parameters as required. Note that not all providers support the same set of parameters. Adding unsupported or unnecessary parameters can cause requests to fail or limit the providers able to process them.

modelstringOptional

The model to use for the embedding.

Example: mistral-embed

inputone ofOptional

stringOptional

A single input to embed.

Example: Please embed this sentence.

or

string[]Optional

A list of inputs to embed.

Example: ["First sentence to embed.","Second sentence to embed."]

preferencestring · enumOptional

The provider preference for handling the request.

Default: balancedPossible values:

allowed_providersstring[] · nullableOptional

The providers that are allowed to be used for the embedding.

Example: ["mistral","scaleway"]

eu_nativeboolean · nullableOptional

Whether to consider only providers based and regulated withing the EU. Even when false, all our endpoints are GDPR compliant.

Default: falseExample: false

allow_quantizationboolean · nullableOptional

Whether to allow quantized endpoints.

Default: trueExample: true

encoding_formatstring · enumOptional

The encoding to use for the output.

Default: floatExample: floatPossible values:

Responses

200

An embedding.

application/json

idstringOptional

The unique identifier for the completion

Example: cmpl_1234567890

objectstringOptional

The type of object returned

Example: list

createdintegerOptional

The timestamp when the completion was created

Example: 1715155200

providerstringOptional

The provider that generated the completion

Example: mistral

modelstringOptional

The model that generated the embedding

Example: mistral-embed

500

Internal server error.

post

/embeddings

HTTPcURLJavaScriptPython

POST /v1/embeddings HTTP/1.1
Host: api.cortecs.ai
Authorization: Bearer YOUR_SECRET_TOKEN
Content-Type: application/json
Accept: */*
Content-Length: 200

{
  "model": "mistral-embed",
  "input": "Please embed this sentence.",
  "preference": "balanced",
  "allowed_providers": [
    "mistral",
    "scaleway"
  ],
  "eu_native": false,
  "allow_quantization": true,
  "encoding_format": "float"
}

{
  "id": "cmpl_1234567890",
  "object": "list",
  "created": 1715155200,
  "provider": "mistral",
  "model": "mistral-embed",
  "data": [
    {
      "index": 0,
      "object": "embedding",
      "embedding": [
        0.1,
        0.2,
        0.3
      ]
    }
  ],
  "usage": {
    "prompt_tokens": 10,
    "completion_tokens": 0,
    "total_tokens": 10
  }
}