openapi: 3.0.2
info:
  title: Retrieval Plugin API
  description: A retrieval API for querying and filtering documents based on natural language queries and metadata
  version: 1.0.0
  servers:
    - url: https://vector-api.fly.dev
paths:
  /query:
    post:
      summary: Query
      description: Accepts search query objects array each with query and optional filter. Break down complex questions into sub-questions. Refine results by criteria, e.g. time / source, don't do this often. Split queries if ResponseTooLargeError occurs.
      operationId: query_query_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: "#/components/schemas/QueryRequest"
        required: true
      responses:
        "200":
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: "#/components/schemas/QueryResponse"
        "422":
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: "#/components/schemas/HTTPValidationError"
      security:
        - HTTPBearer: []
components:
  schemas:
    DocumentChunkMetadata:
      title: DocumentChunkMetadata
      type: object
      properties:
        created_at:
          title: created_at
          type: string
        ticker:
          title: ticker
          type: string
        acc_no:
          title: acc_no
          type: string
        document_id:
          title: document_id
          type: string
    DocumentChunkWithScore:
      title: DocumentChunkWithScore
      required:
        - text
        - metadata
        - score
      type: object
      properties:
        id:
          title: Id
          type: string
        text:
          title: Text
          type: string
        metadata:
          $ref: "#/components/schemas/DocumentChunkMetadata"
        embedding:
          title: Embedding
          type: array
          items:
            type: number
        score:
          title: Score
          type: number
    DocumentMetadataFilter:
      title: DocumentMetadataFilter
      type: object
      properties:
        ticker:
          title: Ticker
          type: string

    HTTPValidationError:
      title: HTTPValidationError
      type: object
      properties:
        detail:
          title: Detail
          type: array
          items:
            $ref: "#/components/schemas/ValidationError"
    Query:
      title: Query
      required:
        - query
      type: object
      properties:
        query:
          title: Query
          type: string
        filter:
          $ref: "#/components/schemas/DocumentMetadataFilter"
        top_k:
          title: Top K
          type: integer
          default: 5
    QueryRequest:
      title: QueryRequest
      required:
        - queries
      type: object
      properties:
        queries:
          title: Queries
          type: array
          items:
            $ref: "#/components/schemas/Query"
    QueryResponse:
      title: QueryResponse
      required:
        - results
      type: object
      properties:
        results:
          title: Results
          type: array
          items:
            $ref: "#/components/schemas/QueryResult"
    QueryResult:
      title: QueryResult
      required:
        - query
        - results
      type: object
      properties:
        query:
          title: Query
          type: string
        results:
          title: Results
          type: array
          items:
            $ref: "#/components/schemas/DocumentChunkWithScore"
    ValidationError:
      title: ValidationError
      required:
        - loc
        - msg
        - type
      type: object
      properties:
        loc:
          title: Location
          type: array
          items:
            anyOf:
              - type: string
              - type: integer
        msg:
          title: Message
          type: string
        type:
          title: Error Type
          type: string
  securitySchemes:
    HTTPBearer:
      type: http
      scheme: bearer