Agenta Evaluations API

Run evaluations of variants against testsets.

Operations 4

POST /evaluations/runs/query List and filter evaluation runs #
POST /evaluations/runs/ Create an evaluation run #
POST /evaluations/results/query Query evaluation results #
POST /evaluations/metrics/query Query aggregated evaluation metrics #

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OpenAPI Specification

agenta-evaluations-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  title: Agenta Evaluations API
  description: Agenta is an open-source LLMOps platform for prompt management, LLM evaluation, and LLM observability.
  termsOfService: https://agenta.ai/terms
  contact:
    name: Agenta Support
    url: https://agenta.ai/
    email: team@agenta.ai
  license:
    name: MIT
    url: https://github.com/Agenta-AI/agenta/blob/main/LICENSE
  version: '1.0'
servers:
- url: https://cloud.agenta.ai/api
  description: Agenta Cloud (US)
- url: https://eu.cloud.agenta.ai/api
  description: Agenta Cloud (EU)
security:
- ApiKeyAuth: []
tags:
- name: Evaluations
  description: Run evaluations of variants against testsets.
paths:
  /evaluations/runs/query:
    post:
      operationId: queryEvaluationRuns
      tags:
      - Evaluations
      summary: List and filter evaluation runs
      requestBody:
        required: false
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/EvaluationRunQueryRequest'
      responses:
        '200':
          description: A list of evaluation runs.
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/EvaluationRun'
        '401':
          $ref: '#/components/responses/Unauthorized'
  /evaluations/runs/:
    post:
      operationId: createEvaluationRun
      tags:
      - Evaluations
      summary: Create an evaluation run
      description: Starts an evaluation run that executes one or more variants against a testset and scores the outputs with the configured evaluators.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/EvaluationRunCreateRequest'
      responses:
        '200':
          description: The created evaluation run.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/EvaluationRun'
        '401':
          $ref: '#/components/responses/Unauthorized'
  /evaluations/results/query:
    post:
      operationId: queryEvaluationResults
      tags:
      - Evaluations
      summary: Query evaluation results
      requestBody:
        required: false
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/EvaluationResultQueryRequest'
      responses:
        '200':
          description: A list of evaluation results.
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/EvaluationResult'
        '401':
          $ref: '#/components/responses/Unauthorized'
  /evaluations/metrics/query:
    post:
      operationId: queryEvaluationMetrics
      tags:
      - Evaluations
      summary: Query aggregated evaluation metrics
      requestBody:
        required: false
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/EvaluationMetricsQueryRequest'
      responses:
        '200':
          description: Aggregated metrics for the matching runs.
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/EvaluationMetrics'
        '401':
          $ref: '#/components/responses/Unauthorized'
components:
  schemas:
    EvaluationResult:
      type: object
      properties:
        id:
          type: string
          format: uuid
        run_id:
          type: string
          format: uuid
        scenario_id:
          type: string
          format: uuid
        status:
          type: string
        outputs:
          type: object
          additionalProperties: true
    Lifecycle:
      type: object
      description: Audit metadata attached to most Agenta resources.
      properties:
        created_at:
          type: string
          format: date-time
        updated_at:
          type: string
          format: date-time
        created_by_id:
          type: string
          format: uuid
        updated_by_id:
          type: string
          format: uuid
    EvaluationMetrics:
      type: object
      properties:
        id:
          type: string
          format: uuid
        run_id:
          type: string
          format: uuid
        evaluator_slug:
          type: string
        value:
          type: number
        data:
          type: object
          additionalProperties: true
    EvaluationResultQueryRequest:
      type: object
      properties:
        result:
          type: object
          properties:
            run_id:
              type: string
              format: uuid
        windowing:
          $ref: '#/components/schemas/Windowing'
    Error:
      type: object
      properties:
        detail:
          oneOf:
          - type: string
          - type: object
    Windowing:
      type: object
      description: Cursor / time-window pagination controls.
      properties:
        next:
          type: string
        limit:
          type: integer
          default: 100
        oldest:
          type: string
          format: date-time
        newest:
          type: string
          format: date-time
        order:
          type: string
          enum:
          - ascending
          - descending
    EvaluationMetricsQueryRequest:
      type: object
      properties:
        metrics:
          type: object
          properties:
            run_id:
              type: string
              format: uuid
    EvaluationRun:
      type: object
      properties:
        id:
          type: string
          format: uuid
        name:
          type: string
        status:
          type: string
          enum:
          - pending
          - running
          - finished
          - failed
          - cancelled
        testset_id:
          type: string
          format: uuid
        lifecycle:
          $ref: '#/components/schemas/Lifecycle'
    EvaluationRunCreateRequest:
      type: object
      required:
      - run
      properties:
        run:
          type: object
          properties:
            name:
              type: string
            testset_id:
              type: string
              format: uuid
            variant_ids:
              type: array
              items:
                type: string
                format: uuid
            evaluator_ids:
              type: array
              items:
                type: string
                format: uuid
    EvaluationRunQueryRequest:
      type: object
      properties:
        run:
          type: object
          properties:
            application_id:
              type: string
              format: uuid
        include_archived:
          type: boolean
          default: false
        windowing:
          $ref: '#/components/schemas/Windowing'
  responses:
    Unauthorized:
      description: Missing or invalid API key.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
  securitySchemes:
    ApiKeyAuth:
      type: http
      scheme: bearer
      description: 'Agenta API key sent in the Authorization header. Generate keys from the Agenta web app under Settings > API keys. The value is passed as `Authorization: ApiKey <key>` (Bearer-style header credential).'