> ## Documentation Index
> Fetch the complete documentation index at: https://developers.telnyx.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Improve evaluator scenarios

> Starts an interactive session that improves selected evaluator scenarios from a natural-language instruction. Returns a progress ID to poll with the improve-scenarios-progress endpoint.



## OpenAPI

````yaml /openapi/source/external/inference/inference-ai-tests.json post /ai/tests/test_framework/v1/scenarios/scenario-agent
openapi: 3.1.0
info:
  version: 2.0.0
  title: Telnyx API
  x-latency-category: responsive
  x-endpoint-cost: light
  description: SIP trunking, SMS, MMS, Call Control and Telephony Data Services.
  contact:
    email: support@telnyx.com
servers:
  - url: https://api.telnyx.com/v2
    description: Version 2.0.0 of the Telnyx API
security:
  - bearerAuth: []
tags:
  - name: AI Tests
    description: >-
      Test agents, evaluator scenarios, metrics, and run results for the AI test
      framework.
paths:
  /ai/tests/test_framework/v1/scenarios/scenario-agent:
    post:
      tags:
        - AI Tests
      summary: Improve evaluator scenarios
      description: >-
        Starts an interactive session that improves selected evaluator scenarios
        from a natural-language instruction. Returns a progress ID to poll with
        the improve-scenarios-progress endpoint.
      operationId: improve_evaluator_scenarios
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ImproveScenariosRequest'
            example:
              user_message: Make the callers ask about damaged packaging too.
              scenarios: all
              agent_id: 1259
              apply_changes: true
      responses:
        '200':
          description: Improvement session initiated.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ImproveScenariosResponse'
              example:
                progress_id: c8f5d2b3-4e5f-6a7b-9c0d-1f2a3b4c5d6e
                session_id: 417
        '400':
          description: Bad Request. The AI Tests service rejected the request.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AiTestsErrorResponse'
              example:
                errors:
                  - code: '10015'
                    title: Bad Request
                    detail: The AI Tests service rejected the request.
        '401':
          description: Unauthorized. Missing or invalid API key.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AiTestsErrorResponse'
              example:
                errors:
                  - code: '10003'
                    title: Unauthorized
                    detail: The API key is missing or invalid.
        '404':
          description: >-
            Not Found. The requested resource does not exist or is not enabled
            for your account.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AiTestsErrorResponse'
              example:
                errors:
                  - code: '10005'
                    title: Not Found
                    detail: The requested resource or URL could not be found.
        '422':
          description: Unprocessable Entity. A validation error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AiTestsErrorResponse'
              example:
                errors:
                  - code: '10018'
                    title: Unprocessable Entity
                    detail: Validation failed for the request payload.
        '429':
          description: Too Many Requests. The AI Tests service rate-limited the request.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AiTestsErrorResponse'
              example:
                errors:
                  - code: '10029'
                    title: Too Many Requests
                    detail: Too many requests; retry later.
        '503':
          description: Service Unavailable. The AI Tests service is unavailable.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AiTestsErrorResponse'
              example:
                errors:
                  - code: '10063'
                    title: Service Unavailable
                    detail: The test framework service is temporarily unavailable.
components:
  schemas:
    ImproveScenariosRequest:
      type: object
      properties:
        user_message:
          type: string
          description: What the assistant should improve about the selected scenarios.
        scenarios:
          type:
            - array
            - string
          items: {}
          description: Scenario IDs to improve, or the literal string 'all'.
        agent_id:
          type:
            - integer
            - 'null'
        session_id:
          type:
            - integer
            - 'null'
        context:
          type:
            - array
            - 'null'
          items:
            type: object
            properties:
              role:
                type: string
              content:
                type: string
              timestamp:
                type: string
        apply_changes:
          type: boolean
        updated_scenarios:
          type: array
          items:
            type: object
            additionalProperties: true
        num_scenarios:
          type: integer
        knowledge_base:
          type: array
          items:
            type: integer
        agent_resolution_response:
          type: string
        scenarios_needing_agent:
          type: array
          items:
            type: integer
        pending_tool_calls:
          type:
            - array
            - 'null'
          items:
            type: object
            additionalProperties: true
      required:
        - user_message
        - scenarios
      example:
        user_message: Make the callers ask about damaged packaging too.
        scenarios: all
        agent_id: 1259
        apply_changes: true
    ImproveScenariosResponse:
      type: object
      properties:
        progress_id:
          type: string
        session_id:
          type:
            - integer
            - 'null'
      required:
        - progress_id
      example:
        progress_id: c8f5d2b3-4e5f-6a7b-9c0d-1f2a3b4c5d6e
        session_id: 417
    AiTestsErrorResponse:
      type: object
      properties:
        errors:
          type: array
          items:
            type: object
            properties:
              code:
                type: string
                description: Telnyx error code.
              title:
                type: string
              detail:
                type: string
              source:
                type: object
                properties:
                  pointer:
                    type: string
            required:
              - code
              - title
      required:
        - errors
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer

````