openapi: 3.0.3
info:
  title: Cloudflare / Accounts Vectors API
  description: Needs description.
  license:
    name: BSD-3-Clause
    url: https://opensource.org/licenses/BSD-3-Clause
  version: 4.0.0
servers:
- url: https://api.cloudflare.com/client/v4
  description: Client API
security:
- api_email: []
  api_key: []
- api_token: []
- user_service_key: []
tags:
- name: Vectors
  description: Insert, upsert, query, get, and delete vectors within an index.
paths:
  /accounts/{account_id}/vectorize/v2/indexes/{index_name}/insert:
    post:
      operationId: insertVectors
      summary: Cloudflare Insert Vectors
      description: Insert new vectors into the index. If a vector with the same ID already exists, the request will fail.
      tags:
      - Vectors
      parameters:
      - $ref: '#/components/parameters/AccountId'
      - $ref: '#/components/parameters/IndexName'
      requestBody:
        required: true
        content:
          application/x-ndjson:
            schema:
              type: string
              description: Newline-delimited JSON vectors.
            examples:
              InsertvectorsRequestExample:
                summary: Default insertVectors request
                x-microcks-default: true
                value: example_value
      responses:
        '200':
          description: Vectors inserted successfully.
        '400':
          description: Bad request or duplicate IDs.
        '401':
          description: Unauthorized.
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
  /accounts/{account_id}/vectorize/v2/indexes/{index_name}/upsert:
    post:
      operationId: upsertVectors
      summary: Cloudflare Upsert Vectors
      description: Insert or update vectors in the index. If a vector with the same ID exists, it will be replaced.
      tags:
      - Vectors
      parameters:
      - $ref: '#/components/parameters/AccountId'
      - $ref: '#/components/parameters/IndexName'
      requestBody:
        required: true
        content:
          application/x-ndjson:
            schema:
              type: string
              description: Newline-delimited JSON vectors.
            examples:
              UpsertvectorsRequestExample:
                summary: Default upsertVectors request
                x-microcks-default: true
                value: example_value
      responses:
        '200':
          description: Vectors upserted successfully.
        '401':
          description: Unauthorized.
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
  /accounts/{account_id}/vectorize/v2/indexes/{index_name}/query:
    post:
      operationId: queryVectors
      summary: Cloudflare Query Vectors
      description: Perform a similarity search against the index. Returns the nearest vectors to the provided query vector.
      tags:
      - Vectors
      parameters:
      - $ref: '#/components/parameters/AccountId'
      - $ref: '#/components/parameters/IndexName'
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              required:
              - vector
              properties:
                vector:
                  type: array
                  items:
                    type: number
                  description: The query vector.
                topK:
                  type: integer
                  description: Number of nearest neighbors to return.
                  default: 10
                returnValues:
                  type: boolean
                  description: Whether to return vector values.
                returnMetadata:
                  type: string
                  description: Whether to return vector metadata.
                  enum:
                  - none
                  - indexed
                  - all
                filter:
                  type: object
                  description: Metadata filter for the query.
            examples:
              QueryvectorsRequestExample:
                summary: Default queryVectors request
                x-microcks-default: true
                value:
                  vector:
                  - 42.5
                  topK: 10
                  returnValues: true
                  returnMetadata: none
                  filter: example_value
      responses:
        '200':
          description: Query results.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/QueryResponse'
              examples:
                Queryvectors200Example:
                  summary: Default queryVectors 200 response
                  x-microcks-default: true
                  value:
                    result:
                      count: 10
                      matches:
                      - id: abc123
                        score: 42.5
                        values: {}
                        metadata: example_value
                    success: true
        '401':
          description: Unauthorized.
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
  /accounts/{account_id}/vectorize/v2/indexes/{index_name}/get_by_ids:
    post:
      operationId: getVectorsByIds
      summary: Cloudflare Get Vectors by Ids
      description: Retrieve specific vectors by their IDs.
      tags:
      - Vectors
      parameters:
      - $ref: '#/components/parameters/AccountId'
      - $ref: '#/components/parameters/IndexName'
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              required:
              - ids
              properties:
                ids:
                  type: array
                  items:
                    type: string
                  description: Vector IDs to retrieve.
            examples:
              GetvectorsbyidsRequestExample:
                summary: Default getVectorsByIds request
                x-microcks-default: true
                value:
                  ids:
                  - example_value
      responses:
        '200':
          description: Vectors retrieved.
        '401':
          description: Unauthorized.
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
  /accounts/{account_id}/vectorize/v2/indexes/{index_name}/delete_by_ids:
    post:
      operationId: deleteVectorsByIds
      summary: Cloudflare Delete Vectors by Ids
      description: Delete specific vectors from the index by their IDs.
      tags:
      - Vectors
      parameters:
      - $ref: '#/components/parameters/AccountId'
      - $ref: '#/components/parameters/IndexName'
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              required:
              - ids
              properties:
                ids:
                  type: array
                  items:
                    type: string
                  description: Vector IDs to delete.
            examples:
              DeletevectorsbyidsRequestExample:
                summary: Default deleteVectorsByIds request
                x-microcks-default: true
                value:
                  ids:
                  - example_value
      responses:
        '200':
          description: Vectors deleted.
        '401':
          description: Unauthorized.
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
components:
  parameters:
    IndexName:
      name: index_name
      in: path
      required: true
      description: The name of the Vectorize index.
      schema:
        type: string
    AccountId:
      name: account_id
      in: path
      required: true
      description: The unique identifier of the Cloudflare account.
      schema:
        type: string
  schemas:
    QueryResponse:
      type: object
      properties:
        result:
          type: object
          properties:
            count:
              type: integer
              description: Number of results returned.
            matches:
              type: array
              items:
                type: object
                properties:
                  id:
                    type: string
                    description: The vector ID.
                  score:
                    type: number
                    description: Similarity score.
                  values:
                    type: array
                    items:
                      type: number
                  metadata:
                    type: object
          example: example_value
        success:
          type: boolean
          example: true