Create embeddings (LiteLLM - Cohere format)

Creates embeddings using Cohere-compatible format via LiteLLM.

POST /litellm/cohere/v2/embed

Error

A valid request URL is required to generate request examples

200

{
  "id": "<string>",
  "embeddings": {
    "float": [
      [
        123
      ]
    ],
    "int8": [
      [
        123
      ]
    ],
    "uint8": [
      [
        123
      ]
    ],
    "binary": [
      [
        123
      ]
    ],
    "ubinary": [
      [
        123
      ]
    ],
    "base64": [
      "<string>"
    ]
  },
  "response_type": "<string>",
  "texts": [
    "<string>"
  ],
  "images": [
    {
      "width": 123,
      "height": 123,
      "format": "<string>",
      "bit_depth": 123
    }
  ],
  "meta": {
    "api_version": {
      "version": "<string>",
      "is_deprecated": true,
      "is_experimental": true
    },
    "billed_units": {
      "input_tokens": 123,
      "output_tokens": 123,
      "search_units": 123,
      "classifications": 123
    },
    "tokens": {
      "input_tokens": 123,
      "output_tokens": 123
    },
    "warnings": [
      "<string>"
    ]
  }
}

Authorizations

BearerAuthBasicAuthVirtualKeyAuthApiKeyAuth

Authorization · string · header · required

Bearer token authentication. Use your provider API key or Bifrost authentication token. Virtual keys (prefixed with sk-bf-) can also be passed here.

Body

application/json

model · string · required

ID of an available embedding model

Example:

"embed-english-v3.0"

input_type · string · required

Specifies the type of input passed to the model. Required for embedding models v3 and higher.

texts · string[]

Array of strings to embed. Maximum 96 texts per call. At least one of texts, images, or inputs is required.

Maximum array length: 96

images · string[]

Array of image data URIs for multimodal embedding. Maximum 1 image per call. Supports JPEG, PNG, WebP, GIF up to 5MB.

Maximum array length: 1

inputs · object[]

Array of mixed text/image components for embedding. Maximum 96 per call.

Maximum array length: 96

Show child attributes

embedding_types · string[]

Specifies the return format types (float, int8, uint8, binary, ubinary, base64). Defaults to float if unspecified.

output_dimension · integer

Number of dimensions for output embeddings (256, 512, 1024, 1536). Available only for embed-v4 and newer models.

max_tokens · integer

Maximum tokens to embed per input before truncation.

truncate · string

Handling for inputs exceeding token limits. Defaults to END.

Response

200

application/json

Successful response

id · string

Response ID

embeddings · object

Embedding data object with different types

Show child attributes

response_type · string

Response type (embeddings_floats, embeddings_by_type)

texts · string[]

Original text entries

images · object[]

Original image entries

Show child attributes

meta · object

Metadata in embedding response

Show child attributes