Cohere Rerank API

openapi: 3.1.0
info:
  title: Cohere Rerank API
  description: >-
    The Cohere Rerank API takes a query and a list of text documents and
    returns them ordered by relevance with assigned relevance scores. It is
    commonly used as a second-stage ranker in retrieval-augmented generation
    pipelines to improve the quality of search results before passing them
    to a language model. The API supports multilingual reranking and can
    significantly improve the precision of search and retrieval systems.
  version: '2.0'
  contact:
    name: Cohere Support
    url: https://support.cohere.com
  termsOfService: https://cohere.com/terms-of-use
externalDocs:
  description: Cohere Rerank API Documentation
  url: https://docs.cohere.com/reference/rerank
servers:
  - url: https://api.cohere.com
    description: Cohere Production Server
tags:
  - name: Rerank
    description: >-
      Endpoints for reranking documents by relevance to a query using
      Cohere reranking models.
security:
  - bearerAuth: []
paths:
  /v2/rerank:
    post:
      operationId: rerank
      summary: Rerank documents by relevance
      description: >-
        Takes a query and a list of text documents and returns them ordered
        by relevance with assigned relevance scores. It is recommended not
        to send more than 1000 documents in a single request. Long documents
        are automatically truncated to the value of max_tokens_per_doc.
        Structured data should be formatted as YAML strings for best
        performance.
      tags:
        - Rerank
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/RerankRequest'
      responses:
        '200':
          description: Successful rerank response with scored documents
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/RerankResponse'
        '400':
          description: Bad request due to invalid parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '401':
          description: Unauthorized due to missing or invalid API key
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: Rate limit exceeded
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
components:
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer
      description: >-
        Bearer authentication using a Cohere API key.
  schemas:
    RerankRequest:
      type: object
      required:
        - model
        - query
        - documents
      properties:
        model:
          type: string
          description: >-
            The name of the reranking model to use.
          example: rerank-english-v3.0
        query:
          type: string
          description: >-
            The search query to compare documents against.
        documents:
          type: array
          description: >-
            A list of document texts to be ranked against the query.
            Maximum recommended is 1000 documents per request.
          items:
            oneOf:
              - type: string
              - type: object
                properties:
                  text:
                    type: string
                    description: >-
                      The text content of the document.
        top_n:
          type: integer
          description: >-
            Limits the number of returned results to the specified value.
            If not provided, all documents are returned with scores.
          minimum: 1
        max_tokens_per_doc:
          type: integer
          description: >-
            Long documents will be automatically truncated to the specified
            number of tokens. Defaults to 4096.
          default: 4096
          minimum: 1
    RerankResponse:
      type: object
      properties:
        id:
          type: string
          description: >-
            Unique identifier for the rerank request.
        results:
          type: array
          description: >-
            An ordered array of documents with relevance scores, sorted
            from most to least relevant.
          items:
            $ref: '#/components/schemas/RerankResult'
        meta:
          type: object
          description: >-
            Metadata about the API request.
          properties:
            api_version:
              type: object
              properties:
                version:
                  type: string
                  description: >-
                    The API version used for the request.
    RerankResult:
      type: object
      properties:
        index:
          type: integer
          description: >-
            The index of the document in the original input list.
        relevance_score:
          type: number
          description: >-
            The relevance score assigned to the document for the given
            query. Higher scores indicate greater relevance.
        document:
          type: object
          description: >-
            The document text, returned when return_documents is true.
          properties:
            text:
              type: string
              description: >-
                The text content of the document.
    Error:
      type: object
      properties:
        message:
          type: string
          description: >-
            A human-readable error message describing what went wrong.