ArthurAI

ArthurAI Feedback API

Endpoints to manage user feedback on inferences

Documentation GitHub OpenAPI

Specifications

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OpenAPI

https://raw.githubusercontent.com/api-evangelist/arthurai/refs/heads/main/openapi/arthurai-feedback-api-openapi.yml

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OpenAPI Specification

openapi: 3.1.0
info:
  title: Arthur GenAI Engine Agent Discovery Feedback API
  version: 2.1.688
  description: Endpoints to manage user feedback on inferences
tags:
- name: Feedback
  description: Endpoints to manage user feedback on inferences
paths:
  /api/v2/feedback/{inference_id}:
    post:
      tags:
      - Feedback
      summary: Post Feedback
      description: Post feedback for LLM Application.
      operationId: post_feedback_api_v2_feedback__inference_id__post
      security:
      - API Key: []
      parameters:
      - name: inference_id
        in: path
        required: true
        schema:
          type: string
          format: uuid
          title: Inference Id
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/FeedbackRequest'
      responses:
        '201':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InferenceFeedbackResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/v2/feedback/query:
    get:
      tags:
      - Feedback
      summary: Query Feedback
      description: Paginated feedback querying. See parameters for available filters. Includes feedback from archived tasks and rules.
      operationId: query_feedback_api_v2_feedback_query_get
      security:
      - API Key: []
      parameters:
      - name: start_time
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: date-time
          - type: 'null'
          description: Inclusive start date in ISO8601 string format
          title: Start Time
        description: Inclusive start date in ISO8601 string format
      - name: end_time
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: date-time
          - type: 'null'
          description: Exclusive end date in ISO8601 string format
          title: End Time
        description: Exclusive end date in ISO8601 string format
      - name: feedback_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: array
            items:
              type: string
          - type: 'null'
          description: Feedback ID to filter on
          title: Feedback Id
        description: Feedback ID to filter on
      - name: inference_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: array
            items:
              type: string
          - type: 'null'
          description: Inference ID to filter on
          title: Inference Id
        description: Inference ID to filter on
      - name: target
        in: query
        required: false
        schema:
          anyOf:
          - $ref: '#/components/schemas/InferenceFeedbackTarget'
          - type: array
            items:
              $ref: '#/components/schemas/InferenceFeedbackTarget'
          - type: 'null'
          description: Target of the feedback. Must be one of ['context', 'response_results', 'prompt_results']
          title: Target
        description: Target of the feedback. Must be one of ['context', 'response_results', 'prompt_results']
      - name: score
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
          - type: array
            items:
              type: integer
          - type: 'null'
          description: Score of the feedback. Must be an integer.
          title: Score
        description: Score of the feedback. Must be an integer.
      - name: feedback_user_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: User ID of the user giving feedback to filter on (query will perform fuzzy search)
          title: Feedback User Id
        description: User ID of the user giving feedback to filter on (query will perform fuzzy search)
      - name: conversation_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: array
            items:
              type: string
          - type: 'null'
          description: Conversation ID to filter on
          title: Conversation Id
        description: Conversation ID to filter on
      - name: task_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: array
            items:
              type: string
          - type: 'null'
          description: Task ID to filter on
          title: Task Id
        description: Task ID to filter on
      - name: inference_user_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: User ID of the user who created the inferences to filter on (query will perform fuzzy search)
          title: Inference User Id
        description: User ID of the user who created the inferences to filter on (query will perform fuzzy search)
      - name: sort
        in: query
        required: false
        schema:
          $ref: '#/components/schemas/PaginationSortMethod'
          description: Sort the results (asc/desc)
          default: desc
        description: Sort the results (asc/desc)
      - name: page_size
        in: query
        required: false
        schema:
          type: integer
          description: Page size. Default is 10. Must be greater than 0 and less than 5000.
          default: 10
          title: Page Size
        description: Page size. Default is 10. Must be greater than 0 and less than 5000.
      - name: page
        in: query
        required: false
        schema:
          type: integer
          description: Page number
          default: 0
          title: Page
        description: Page number
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/QueryFeedbackResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
components:
  schemas:
    InferenceFeedbackTarget:
      type: string
      enum:
      - context
      - response_results
      - prompt_results
      title: InferenceFeedbackTarget
    ValidationError:
      properties:
        loc:
          items:
            anyOf:
            - type: string
            - type: integer
          type: array
          title: Location
        msg:
          type: string
          title: Message
        type:
          type: string
          title: Error Type
        input:
          title: Input
        ctx:
          type: object
          title: Context
      type: object
      required:
      - loc
      - msg
      - type
      title: ValidationError
    FeedbackRequest:
      properties:
        target:
          $ref: '#/components/schemas/InferenceFeedbackTarget'
        score:
          type: integer
          title: Score
        reason:
          anyOf:
          - type: string
          - type: 'null'
          title: Reason
        user_id:
          anyOf:
          - type: string
          - type: 'null'
          title: User Id
      type: object
      required:
      - target
      - score
      - reason
      title: FeedbackRequest
    QueryFeedbackResponse:
      properties:
        feedback:
          items:
            $ref: '#/components/schemas/InferenceFeedbackResponse'
          type: array
          title: Feedback
          description: List of inferences matching the search filters. Length is less than or equal to page_size parameter
        page:
          type: integer
          title: Page
          description: The current page number
        page_size:
          type: integer
          title: Page Size
          description: The number of feedback items per page
        total_pages:
          type: integer
          title: Total Pages
          description: The total number of pages
        total_count:
          type: integer
          title: Total Count
          description: The total number of feedback items matching the query parameters
      type: object
      required:
      - feedback
      - page
      - page_size
      - total_pages
      - total_count
      title: QueryFeedbackResponse
      example:
        feedback:
        - created_at: '2024-06-06T06:37:46.123-04:00'
          id: 90f18c69-d793-4913-9bde-a0c7f3643de0
          inference_id: 81437d71-9557-4611-981b-9283d1c98643
          reason: good reason
          score: '0'
          target: context
          updated_at: '2024-06-06T06:37:46.123-04:00'
          user_id: user_1
        - created_at: '2023-05-05T05:26:35.987-04:00'
          id: 248381c2-543b-4de0-98cd-d7511fee6241
          inference_id: bcbc7ca0-4cfc-4f67-9cf8-26cb2291ba33
          reason: some reason
          score: '1'
          target: response_results
          updated_at: '2023-05-05T05:26:35.987-04:00'
          user_id: user_2
        page: 1
        page_size: 10
        total_count: 2
        total_pages: 1
    HTTPValidationError:
      properties:
        detail:
          items:
            $ref: '#/components/schemas/ValidationError'
          type: array
          title: Detail
      type: object
      title: HTTPValidationError
    InferenceFeedbackResponse:
      properties:
        id:
          type: string
          title: Id
        inference_id:
          type: string
          title: Inference Id
        target:
          $ref: '#/components/schemas/InferenceFeedbackTarget'
        score:
          type: integer
          title: Score
        reason:
          anyOf:
          - type: string
          - type: 'null'
          title: Reason
        user_id:
          anyOf:
          - type: string
          - type: 'null'
          title: User Id
        created_at:
          type: string
          format: date-time
          title: Created At
        updated_at:
          type: string
          format: date-time
          title: Updated At
      type: object
      required:
      - id
      - inference_id
      - target
      - score
      - created_at
      - updated_at
      title: InferenceFeedbackResponse
    PaginationSortMethod:
      type: string
      enum:
      - asc
      - desc
      title: PaginationSortMethod
  securitySchemes:
    API Key:
      type: http
      description: Bearer token authentication with an API key
      scheme: bearer