openapi: 3.1.0
info:
  title: Llama Stack Specification - Experimental APIs
  description: |-
    This is the specification of the Llama Stack that provides
                        a set of endpoints and their corresponding interfaces that are
        tailored to
                        best leverage Llama Models.

        **🧪 EXPERIMENTAL**: Pre-release APIs (v1alpha, v1beta) that may change before
        becoming stable.
  version: v1
servers:
- url: http://any-hosted-llama-stack.com
paths:
  /v1beta/datasetio/append-rows/{dataset_id}:
    post:
      responses:
        '400':
          description: Bad Request
          $ref: '#/components/responses/BadRequest400'
        '429':
          description: Too Many Requests
          $ref: '#/components/responses/TooManyRequests429'
        '500':
          description: Internal Server Error
          $ref: '#/components/responses/InternalServerError500'
        default:
          description: Default Response
          $ref: '#/components/responses/DefaultError'
        '204':
          description: Successful Response
      tags:
      - Datasetio
      summary: Append Rows
      description: Append rows to a dataset.
      operationId: append_rows_v1beta_datasetio_append_rows__dataset_id__post
      parameters:
      - name: dataset_id
        in: path
        required: true
        schema:
          type: string
        description: 'Path parameter: dataset_id'
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/AppendRowsRequest'
        required: true
  /v1beta/datasetio/iterrows/{dataset_id}:
    get:
      responses:
        '200':
          description: A PaginatedResponse.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/PaginatedResponse'
        '400':
          $ref: '#/components/responses/BadRequest400'
          description: Bad Request
        '429':
          $ref: '#/components/responses/TooManyRequests429'
          description: Too Many Requests
        '500':
          $ref: '#/components/responses/InternalServerError500'
          description: Internal Server Error
        default:
          $ref: '#/components/responses/DefaultError'
          description: Default Response
      tags:
      - Datasetio
      summary: Iterrows
      description: |-
        Get a paginated list of rows from a dataset.

        Uses offset-based pagination where:
        - start_index: The starting index (0-based). If None, starts from beginning.
        - limit: Number of items to return. If None or -1, returns all items.

        The response includes:
        - data: List of items for the current page.
        - has_more: Whether there are more items available after this set.
      operationId: iterrows_v1beta_datasetio_iterrows__dataset_id__get
      parameters:
      - name: limit
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
          - type: 'null'
          title: Limit
      - name: start_index
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
          - type: 'null'
          title: Start Index
      - name: dataset_id
        in: path
        required: true
        schema:
          type: string
        description: 'Path parameter: dataset_id'
  /v1beta/datasets:
    get:
      responses:
        '200':
          description: A ListDatasetsResponse.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListDatasetsResponse'
        '400':
          description: Bad Request
          $ref: '#/components/responses/BadRequest400'
        '429':
          description: Too Many Requests
          $ref: '#/components/responses/TooManyRequests429'
        '500':
          description: Internal Server Error
          $ref: '#/components/responses/InternalServerError500'
        default:
          description: Default Response
          $ref: '#/components/responses/DefaultError'
      tags:
      - Datasets
      summary: List Datasets
      description: List all datasets.
      operationId: list_datasets_v1beta_datasets_get
  /v1beta/datasets/{dataset_id}:
    get:
      responses:
        '200':
          description: A Dataset.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Dataset'
        '400':
          description: Bad Request
          $ref: '#/components/responses/BadRequest400'
        '429':
          description: Too Many Requests
          $ref: '#/components/responses/TooManyRequests429'
        '500':
          description: Internal Server Error
          $ref: '#/components/responses/InternalServerError500'
        default:
          description: Default Response
          $ref: '#/components/responses/DefaultError'
      tags:
      - Datasets
      summary: Get Dataset
      description: Get a dataset by its ID.
      operationId: get_dataset_v1beta_datasets__dataset_id__get
      parameters:
      - name: dataset_id
        in: path
        required: true
        schema:
          type: string
        description: 'Path parameter: dataset_id'
  /v1alpha/eval/benchmarks:
    get:
      responses:
        '200':
          description: A ListBenchmarksResponse.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListBenchmarksResponse'
        '400':
          description: Bad Request
          $ref: '#/components/responses/BadRequest400'
        '429':
          description: Too Many Requests
          $ref: '#/components/responses/TooManyRequests429'
        '500':
          description: Internal Server Error
          $ref: '#/components/responses/InternalServerError500'
        default:
          description: Default Response
          $ref: '#/components/responses/DefaultError'
      tags:
      - Benchmarks
      summary: List Benchmarks
      description: List all benchmarks.
      operationId: list_benchmarks_v1alpha_eval_benchmarks_get
  /v1alpha/eval/benchmarks/{benchmark_id}:
    get:
      responses:
        '200':
          description: A Benchmark.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Benchmark'
        '400':
          description: Bad Request
          $ref: '#/components/responses/BadRequest400'
        '429':
          description: Too Many Requests
          $ref: '#/components/responses/TooManyRequests429'
        '500':
          description: Internal Server Error
          $ref: '#/components/responses/InternalServerError500'
        default:
          description: Default Response
          $ref: '#/components/responses/DefaultError'
      tags:
      - Benchmarks
      summary: Get Benchmark
      description: Get a benchmark by its ID.
      operationId: get_benchmark_v1alpha_eval_benchmarks__benchmark_id__get
      parameters:
      - name: benchmark_id
        in: path
        required: true
        schema:
          type: string
        description: 'Path parameter: benchmark_id'
  /v1alpha/eval/benchmarks/{benchmark_id}/evaluations:
    post:
      responses:
        '200':
          description: EvaluateResponse object containing generations and scores.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/EvaluateResponse'
        '400':
          description: Bad Request
          $ref: '#/components/responses/BadRequest400'
        '429':
          description: Too Many Requests
          $ref: '#/components/responses/TooManyRequests429'
        '500':
          description: Internal Server Error
          $ref: '#/components/responses/InternalServerError500'
        default:
          description: Default Response
          $ref: '#/components/responses/DefaultError'
      tags:
      - Eval
      summary: Evaluate Rows
      description: Evaluate a list of rows on a benchmark.
      operationId: evaluate_rows_v1alpha_eval_benchmarks__benchmark_id__evaluations_post
      parameters:
      - name: benchmark_id
        in: path
        required: true
        schema:
          type: string
        description: 'Path parameter: benchmark_id'
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/EvaluateRowsRequest'
        required: true
  /v1alpha/eval/benchmarks/{benchmark_id}/jobs:
    post:
      responses:
        '200':
          description: The job that was created to run the evaluation.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Job'
        '400':
          description: Bad Request
          $ref: '#/components/responses/BadRequest400'
        '429':
          description: Too Many Requests
          $ref: '#/components/responses/TooManyRequests429'
        '500':
          description: Internal Server Error
          $ref: '#/components/responses/InternalServerError500'
        default:
          description: Default Response
          $ref: '#/components/responses/DefaultError'
      tags:
      - Eval
      summary: Run Eval
      description: Run an evaluation on a benchmark.
      operationId: run_eval_v1alpha_eval_benchmarks__benchmark_id__jobs_post
      parameters:
      - name: benchmark_id
        in: path
        required: true
        schema:
          type: string
        description: 'Path parameter: benchmark_id'
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/RunEvalRequest'
        required: true
  /v1alpha/eval/benchmarks/{benchmark_id}/jobs/{job_id}:
    get:
      responses:
        '200':
          description: The status of the evaluation job.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Job'
        '400':
          description: Bad Request
          $ref: '#/components/responses/BadRequest400'
        '429':
          description: Too Many Requests
          $ref: '#/components/responses/TooManyRequests429'
        '500':
          description: Internal Server Error
          $ref: '#/components/responses/InternalServerError500'
        default:
          description: Default Response
          $ref: '#/components/responses/DefaultError'
      tags:
      - Eval
      summary: Job Status
      description: Get the status of a job.
      operationId: job_status_v1alpha_eval_benchmarks__benchmark_id__jobs__job_id__get
      parameters:
      - name: benchmark_id
        in: path
        required: true
        schema:
          type: string
        description: 'Path parameter: benchmark_id'
      - name: job_id
        in: path
        required: true
        schema:
          type: string
        description: 'Path parameter: job_id'
    delete:
      responses:
        '400':
          description: Bad Request
          $ref: '#/components/responses/BadRequest400'
        '429':
          description: Too Many Requests
          $ref: '#/components/responses/TooManyRequests429'
        '500':
          description: Internal Server Error
          $ref: '#/components/responses/InternalServerError500'
        default:
          description: Default Response
          $ref: '#/components/responses/DefaultError'
        '204':
          description: Successful Response
      tags:
      - Eval
      summary: Job Cancel
      description: Cancel a job.
      operationId: job_cancel_v1alpha_eval_benchmarks__benchmark_id__jobs__job_id__delete
      parameters:
      - name: benchmark_id
        in: path
        required: true
        schema:
          type: string
        description: 'Path parameter: benchmark_id'
      - name: job_id
        in: path
        required: true
        schema:
          type: string
        description: 'Path parameter: job_id'
  /v1alpha/eval/benchmarks/{benchmark_id}/jobs/{job_id}/result:
    get:
      responses:
        '200':
          description: The result of the job.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/EvaluateResponse'
        '400':
          description: Bad Request
          $ref: '#/components/responses/BadRequest400'
        '429':
          description: Too Many Requests
          $ref: '#/components/responses/TooManyRequests429'
        '500':
          description: Internal Server Error
          $ref: '#/components/responses/InternalServerError500'
        default:
          description: Default Response
          $ref: '#/components/responses/DefaultError'
      tags:
      - Eval
      summary: Job Result
      description: Get the result of a job.
      operationId: job_result_v1alpha_eval_benchmarks__benchmark_id__jobs__job_id__result_get
      parameters:
      - name: benchmark_id
        in: path
        required: true
        schema:
          type: string
        description: 'Path parameter: benchmark_id'
      - name: job_id
        in: path
        required: true
        schema:
          type: string
        description: 'Path parameter: job_id'
  /v1alpha/inference/rerank:
    post:
      responses:
        '200':
          description: RerankResponse with indices sorted by relevance score (descending).
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/RerankResponse'
        '400':
          description: Bad Request
          $ref: '#/components/responses/BadRequest400'
        '429':
          description: Too Many Requests
          $ref: '#/components/responses/TooManyRequests429'
        '500':
          description: Internal Server Error
          $ref: '#/components/responses/InternalServerError500'
        default:
          description: Default Response
          $ref: '#/components/responses/DefaultError'
      tags:
      - Inference
      summary: Rerank
      description: Rerank a list of documents based on their relevance to a query.
      operationId: rerank_v1alpha_inference_rerank_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/RerankRequest'
        required: true
  /v1alpha/post-training/job/artifacts:
    get:
      responses:
        '200':
          description: A PostTrainingJobArtifactsResponse.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/PostTrainingJobArtifactsResponse'
        '400':
          $ref: '#/components/responses/BadRequest400'
          description: Bad Request
        '429':
          $ref: '#/components/responses/TooManyRequests429'
          description: Too Many Requests
        '500':
          $ref: '#/components/responses/InternalServerError500'
          description: Internal Server Error
        default:
          $ref: '#/components/responses/DefaultError'
          description: Default Response
      tags:
      - Post Training
      summary: Get Training Job Artifacts
      description: Get the artifacts of a training job.
      operationId: get_training_job_artifacts_v1alpha_post_training_job_artifacts_get
      parameters:
      - name: job_uuid
        in: query
        required: true
        schema:
          type: string
          title: Job Uuid
  /v1alpha/post-training/job/cancel:
    post:
      responses:
        '400':
          description: Bad Request
          $ref: '#/components/responses/BadRequest400'
        '429':
          description: Too Many Requests
          $ref: '#/components/responses/TooManyRequests429'
        '500':
          description: Internal Server Error
          $ref: '#/components/responses/InternalServerError500'
        default:
          description: Default Response
          $ref: '#/components/responses/DefaultError'
        '204':
          description: Successful Response
      tags:
      - Post Training
      summary: Cancel Training Job
      description: Cancel a training job.
      operationId: cancel_training_job_v1alpha_post_training_job_cancel_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CancelTrainingJobRequest'
        required: true
  /v1alpha/post-training/job/status:
    get:
      responses:
        '200':
          description: A PostTrainingJobStatusResponse.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/PostTrainingJobStatusResponse'
        '400':
          $ref: '#/components/responses/BadRequest400'
          description: Bad Request
        '429':
          $ref: '#/components/responses/TooManyRequests429'
          description: Too Many Requests
        '500':
          $ref: '#/components/responses/InternalServerError500'
          description: Internal Server Error
        default:
          $ref: '#/components/responses/DefaultError'
          description: Default Response
      tags:
      - Post Training
      summary: Get Training Job Status
      description: Get the status of a training job.
      operationId: get_training_job_status_v1alpha_post_training_job_status_get
      parameters:
      - name: job_uuid
        in: query
        required: true
        schema:
          type: string
          title: Job Uuid
  /v1alpha/post-training/jobs:
    get:
      responses:
        '200':
          description: A ListPostTrainingJobsResponse.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListPostTrainingJobsResponse'
        '400':
          description: Bad Request
          $ref: '#/components/responses/BadRequest400'
        '429':
          description: Too Many Requests
          $ref: '#/components/responses/TooManyRequests429'
        '500':
          description: Internal Server Error
          $ref: '#/components/responses/InternalServerError500'
        default:
          description: Default Response
          $ref: '#/components/responses/DefaultError'
      tags:
      - Post Training
      summary: Get Training Jobs
      description: Get all training jobs.
      operationId: get_training_jobs_v1alpha_post_training_jobs_get
  /v1alpha/post-training/preference-optimize:
    post:
      responses:
        '200':
          description: A PostTrainingJob.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/PostTrainingJob'
        '400':
          description: Bad Request
          $ref: '#/components/responses/BadRequest400'
        '429':
          description: Too Many Requests
          $ref: '#/components/responses/TooManyRequests429'
        '500':
          description: Internal Server Error
          $ref: '#/components/responses/InternalServerError500'
        default:
          description: Default Response
          $ref: '#/components/responses/DefaultError'
      tags:
      - Post Training
      summary: Preference Optimize
      description: Run preference optimization of a model.
      operationId: preference_optimize_v1alpha_post_training_preference_optimize_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PreferenceOptimizeRequest'
        required: true
  /v1alpha/post-training/supervised-fine-tune:
    post:
      responses:
        '200':
          description: A PostTrainingJob.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/PostTrainingJob'
        '400':
          description: Bad Request
          $ref: '#/components/responses/BadRequest400'
        '429':
          description: Too Many Requests
          $ref: '#/components/responses/TooManyRequests429'
        '500':
          description: Internal Server Error
          $ref: '#/components/responses/InternalServerError500'
        default:
          description: Default Response
          $ref: '#/components/responses/DefaultError'
      tags:
      - Post Training
      summary: Supervised Fine Tune
      description: Run supervised fine-tuning of a model.
      operationId: supervised_fine_tune_v1alpha_post_training_supervised_fine_tune_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/SupervisedFineTuneRequest'
        required: true
components:
  schemas:
    Error:
      description: Error response from the API. Roughly follows RFC 7807.
      properties:
        status:
          title: Status
          type: integer
        title:
          title: Title
          type: string
        detail:
          title: Detail
          type: string
        instance:
          anyOf:
          - type: string
          - type: 'null'
          nullable: true
      required:
      - status
      - title
      - detail
      title: Error
      type: object
    ListBatchesResponse:
      properties:
        object:
          type: string
          const: list
          title: Object
          default: list
        data:
          items:
            $ref: '#/components/schemas/Batch'
          type: array
          title: Data
          description: List of batch objects
        first_id:
          anyOf:
          - type: string
          - type: 'null'
          description: ID of the first batch in the list
        last_id:
          anyOf:
          - type: string
          - type: 'null'
          description: ID of the last batch in the list
        has_more:
          type: boolean
          title: Has More
          description: Whether there are more batches available
          default: false
      type: object
      required:
      - data
      title: ListBatchesResponse
      description: Response containing a list of batch objects.
    Batch:
      properties:
        id:
          type: string
          title: Id
        completion_window:
          type: string
          title: Completion Window
        created_at:
          type: integer
          title: Created At
        endpoint:
          type: string
          title: Endpoint
        input_file_id:
          type: string
          title: Input File Id
        object:
          type: string
          const: batch
          title: Object
        status:
          type: string
          enum:
          - validating
          - failed
          - in_progress
          - finalizing
          - completed
          - expired
          - cancelling
          - cancelled
          title: Status
        cancelled_at:
          anyOf:
          - type: integer
          - type: 'null'
        cancelling_at:
          anyOf:
          - type: integer
          - type: 'null'
        completed_at:
          anyOf:
          - type: integer
          - type: 'null'
        error_file_id:
          anyOf:
          - type: string
          - type: 'null'
        errors:
          anyOf:
          - $ref: '#/components/schemas/Errors'
            title: Errors
          - type: 'null'
          title: Errors
        expired_at:
          anyOf:
          - type: integer
          - type: 'null'
        expires_at:
          anyOf:
          - type: integer
          - type: 'null'
        failed_at:
          anyOf:
          - type: integer
          - type: 'null'
        finalizing_at:
          anyOf:
          - type: integer
          - type: 'null'
        in_progress_at:
          anyOf:
          - type: integer
          - type: 'null'
        metadata:
          anyOf:
          - additionalProperties:
              type: string
            type: object
          - type: 'null'
        model:
          anyOf:
          - type: string
          - type: 'null'
        output_file_id:
          anyOf:
          - type: string
          - type: 'null'
        request_counts:
          anyOf:
          - $ref: '#/components/schemas/BatchRequestCounts'
            title: BatchRequestCounts
          - type: 'null'
          title: BatchRequestCounts
        usage:
          anyOf:
          - $ref: '#/components/schemas/BatchUsage'
            title: BatchUsage
          - type: 'null'
          title: BatchUsage
      additionalProperties: true
      type: object
      required:
      - id
      - completion_window
      - created_at
      - endpoint
      - input_file_id
      - object
      - status
      title: Batch
    ListOpenAIChatCompletionResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/OpenAICompletionWithInputMessages'
          type: array
          title: Data
        has_more:
          type: boolean
          title: Has More
        first_id:
          type: string
          title: First Id
        last_id:
          type: string
          title: Last Id
        object:
          type: string
          const: list
          title: Object
          default: list
      type: object
      required:
      - data
      - has_more
      - first_id
      - last_id
      title: ListOpenAIChatCompletionResponse
      description: Response from listing OpenAI-compatible chat completions.
    OpenAIAssistantMessageParam:
      description: A message containing the model's (assistant) response in an OpenAI-compatible chat completion request.
      properties:
        role:
          const: assistant
          default: assistant
          title: Role
          type: string
        content:
          anyOf:
          - type: string
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
            type: array
            title: list[OpenAIChatCompletionContentPartTextParam]
          - type: 'null'
          title: string | list[OpenAIChatCompletionContentPartTextParam]
          nullable: true
        name:
          anyOf:
          - type: string
          - type: 'null'
          nullable: true
        tool_calls:
          anyOf:
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionToolCall'
            type: array
          - type: 'null'
          nullable: true
      title: OpenAIAssistantMessageParam
      type: object
    OpenAIChatCompletionContentPartImageParam:
      properties:
        type:
          type: string
          const: image_url
          title: Type
          default: image_url
        image_url:
          $ref: '#/components/schemas/OpenAIImageURL'
      type: object
      required:
      - image_url
      title: OpenAIChatCompletionContentPartImageParam
      description: Image content part for OpenAI-compatible chat completion messages.
    OpenAIChatCompletionContentPartParam:
      discriminator:
        mapping:
          file: '#/components/schemas/OpenAIFile'
          image_url: '#/components/schemas/OpenAIChatCompletionContentPartImageParam'
          text: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
        propertyName: type
      oneOf:
      - $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
        title: OpenAIChatCompletionContentPartTextParam
      - $ref: '#/components/schemas/OpenAIChatCompletionContentPartImageParam'
        title: OpenAIChatCompletionContentPartImageParam
      - $ref: '#/components/schemas/OpenAIFile'
        title: OpenAIFile
      title: OpenAIChatCompletionContentPartTextParam | OpenAIChatCompletionContentPartImageParam | OpenAIFile
    OpenAIChatCompletionContentPartTextParam:
      properties:
        type:
          type: string
          const: text
          title: Type
          default: text
        text:
          type: string
          title: Text
      type: object
      required:
      - text
      title: OpenAIChatCompletionContentPartTextParam
      description: Text content part for OpenAI-compatible chat completion messages.
    OpenAIChatCompletionToolCall:
      properties:
        index:
          anyOf:
          - type: integer
          - type: 'null'
        id:
          anyOf:
          - type: string
          - type: 'null'
        type:
          type: string
          const: function
          title: Type
          default: function
        function:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChatCompletionToolCallFunction'
            title: OpenAIChatCompletionToolCallFunction
          - type: 'null'
          title: OpenAIChatCompletionToolCallFunction
      type: object
      title: OpenAIChatCompletionToolCall
      description: Tool call specification for OpenAI-compatible chat completion responses.
    OpenAIChatCompletionToolCallFunction:
      properties:
        name:
          anyOf:
          - type: string
          - type: 'null'
        arguments:
          anyOf:
          - type: string
          - type: 'null'
      type: object
      title: OpenAIChatCompletionToolCallFunction
      description: Function call details for OpenAI-compatible tool calls.
    OpenAIChatCompletionUsage:
      properties:
        prompt_tokens:
          type: integer
          title: Prompt Tokens
        completion_tokens:
          type: integer
          title: Completion Tokens
        total_tokens:
          type: integer
          title: Total Tokens
        prompt_tokens_details:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChatCompletionUsagePromptTokensDetails'
            title: OpenAIChatCompletionUsagePromptTokensDetails
          - type: 'null'
          title: OpenAIChatCompletionUsagePromptTokensDetails
        completion_tokens_details:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChatCompletionUsageCompletionTokensDetails'
            title: OpenAIChatCompletionUsageCompletionTokensDetails
          - type: 'null'
          title: OpenAIChatCompletionUsageCompletionTokensDetails
      type: object
      required:
      - prompt_tokens
      - completion_tokens
      - total_tokens
      title: OpenAIChatCompletionUsage
      description: Usage information for OpenAI chat completion.
    OpenAIChoice:
      properties:
        message:
          oneOf:
          - $ref: '#/components/schemas/OpenAIUserMessageParam-Output'
            title: OpenAIUserMessageParam-Output
          - $ref: '#/components/schemas/OpenAISystemMessageParam'
            title: OpenAISystemMessageParam
          - $ref: '#/components/schemas/OpenAIAssistantMessageParam-Output'
            title: OpenAIAssistantMessageParam-Output
          - $ref: '#/components/schemas/OpenAIToolMessageParam'
            title: OpenAIToolMessageParam
          - $ref: '#/components/schemas/OpenAIDeveloperMessageParam'
            title: OpenAIDeveloperMessageParam
          title: OpenAIUserMessageParam-Output | ... (5 variants)
          discriminator:
            propertyName: role
            mapping:
              assistant: '#/components/schemas/OpenAIAssistantMessageParam-Output'
              developer: '#/components/schemas/OpenAIDeveloperMessageParam'
              system: '#/components/schemas/OpenAISystemMessageParam'
              tool: '#/components/schemas/OpenAIToolMessageParam'
              user: '#/components/schemas/OpenAIUserMessageParam-Output'
        finish_reason:
          type: string
          title: Finish Reason
        index:
          type: integer
          title: Index
        logprobs:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChoiceLogprobs'
            title: OpenAIChoiceLogprobs
          - type: 'null'
          title: OpenAIChoiceLogprobs
      type: object
      required:
      - message
      - finish_reason
      - index
      title: OpenAIChoice
      description: A choice from an OpenAI-compatible chat completion response.
    OpenAIChoiceLogprobs:
      properties:
        content:
          anyOf:
          - items:
              $ref: '#/components/schemas/OpenAITokenLogProb'
            type: array
          - type: 'null'
        refusal:
          anyOf:
          - items:
              $ref: '#/components/schemas/OpenAITokenLogProb'
            type: array
          - type: 'null'
      type: object
      title: OpenAIChoiceLogprobs
      description: The log probabilities for the tokens in the message from an OpenAI-compatible chat completion response.
    OpenAIDeveloperMessageParam:
      properties:
        role:
          type: string
          const: developer
          title: Role
          default: developer
        content:
          anyOf:
          - type: string
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
            type: array
            title: list[OpenAIChatCompletionContentPartTextParam]
          title: string | list[OpenAIChatCompletionContentPartTextParam]
        name:
          anyOf:
          - type: string
          - type: 'null'
      type: object
      required:
      - content
      title: OpenAIDeveloperMessageParam
      description: A message from the developer in an OpenAI-compatible chat completion request.
    OpenAIFile:
      properties:
        type:
          type: string
          const: file
          title: Type
          default: file
        file:
          $ref: '#/components/schemas/OpenAIFileFile'
      type: object
      required:
      - file
      title: OpenAIFile
    OpenAIFileFile:
      properties:
        file_data:
          anyOf:
          - type: string
          - type: 'null'
        file_id:
          anyOf:
          - type: string
          - type: 'null'
        filename:
          anyOf:
          - type: string
          - type: 'null'
      type: object
      title: OpenAIFileFile
    OpenAIImageURL:
      properties:
        url:
          type: string
          title: Url
        detail:
          anyOf:
          - type: string
          - type: 'null'
      type: object
      required:
      - url
      title: OpenAIImageURL
      description: Image URL specification for OpenAI-compatible chat completion messages.
    OpenAIMessageParam:
      discriminator:
        mapping:
          assistant: '#/components/schemas/OpenAIAssistantMessageParam'
          developer: '#/components/schemas/OpenAIDeveloperMessageParam'
          system: '#/components/schemas/OpenAISystemMessageParam'
          tool: '#/components/schemas/OpenAIToolMessageParam'
          user: '#/components/schemas/OpenAIUserMessageParam'
        propertyName: role
      oneOf:
      - $ref: '#/components/schemas/OpenAIUserMessageParam'
        title: OpenAIUserMessageParam
      - $ref: '#/components/schemas/OpenAISystemMessageParam'
        title: OpenAISystemMessageParam
      - $ref: '#/components/schemas/OpenAIAssistantMessageParam'
        title: OpenAIAssistantMessageParam
      - $ref: '#/components/schemas/OpenAIToolMessageParam'
        title: OpenAIToolMessageParam
      - $ref: '#/components/schemas/OpenAIDeveloperMessageParam'
        title: OpenAIDeveloperMessageParam
      title: OpenAIUserMessageParam | ... (5 variants)
    OpenAISystemMessageParam:
      properties:
        role:
          type: string
          const: system
          title: Role
          default: system
        content:
          anyOf:
          - type: string
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
            type: array
            title: list[OpenAIChatCompletionContentPartTextParam]
          title: string | list[OpenAIChatCompletionContentPartTextParam]
        name:
          anyOf:
          - type: string
          - type: 'null'
      type: object
      required:
      - content
      title: OpenAISystemMessageParam
      description: A system message providing instructions or context to the model.
    OpenAITokenLogProb:
      properties:
        token:
          type: string
          title: Token
        bytes:
          anyOf:
          - items:
              type: integer
            type: array
          - type: 'null'
        logprob:
          type: number
          title: Logprob
        top_logprobs:
          items:
            $ref: '#/components/schemas/OpenAITopLogProb'
          type: array
          title: Top Logprobs
      type: object
      required:
      - token
      - logprob
      - top_logprobs
      title: OpenAITokenLogProb
      description: |-
        The log probability for a token from an OpenAI-compatible chat completion response.

        :token: The token
        :bytes: (Optional) The bytes for the token
        :logprob: The log probability of the token
        :top_logprobs: The top log probabilities for the token
    OpenAIToolMessageParam:
      properties:
        role:
          type: string
          const: tool
          title: Role
          default: tool
        tool_call_id:
          type: string
          title: Tool Call Id
        content:
          anyOf:
          - type: string
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
            type: array
            title: list[OpenAIChatCompletionContentPartTextParam]
          title: string | list[OpenAIChatCompletionContentPartTextParam]
      type: object
      required:
      - tool_call_id
      - content
      title: OpenAIToolMessageParam
      description: A message representing the result of a tool invocation in an OpenAI-compatible chat completion request.
    OpenAITopLogProb:
      properties:
        token:
          type: string
          title: Token
        bytes:
          anyOf:
          - items:
              type: integer
            type: array
          - type: 'null'
        logprob:
          type: number
          title: Logprob
      type: object
      required:
      - token
      - logprob
      title: OpenAITopLogProb
      description: |-
        The top log probability for a token from an OpenAI-compatible chat completion response.

        :token: The token
        :bytes: (Optional) The bytes for the token
        :logprob: The log probability of the token
    OpenAIUserMessageParam:
      description: A message from the user in an OpenAI-compatible chat completion request.
      properties:
        role:
          const: user
          default: user
          title: Role
          type: string
        content:
          anyOf:
          - type: string
          - items:
              discriminator:
                mapping:
                  file: '#/components/schemas/OpenAIFile'
                  image_url: '#/components/schemas/OpenAIChatCompletionContentPartImageParam'
                  text: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
                propertyName: type
              oneOf:
              - $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
                title: OpenAIChatCompletionContentPartTextParam
              - $ref: '#/components/schemas/OpenAIChatCompletionContentPartImageParam'
                title: OpenAIChatCompletionContentPartImageParam
              - $ref: '#/components/schemas/OpenAIFile'
                title: OpenAIFile
              title: OpenAIChatCompletionContentPartTextParam | OpenAIChatCompletionContentPartImageParam | OpenAIFile
            type: array
            title: list[OpenAIChatCompletionContentPartTextParam | OpenAIChatCompletionContentPartImageParam | OpenAIFile]
          title: string | list[OpenAIChatCompletionContentPartTextParam | OpenAIChatCompletionContentPartImageParam | OpenAIFile]
        name:
          anyOf:
          - type: string
          - type: 'null'
          nullable: true
      required:
      - content
      title: OpenAIUserMessageParam
      type: object
    OpenAIJSONSchema:
      properties:
        name:
          type: string
          title: Name
        description:
          anyOf:
          - type: string
          - type: 'null'
        strict:
          anyOf:
          - type: boolean
          - type: 'null'
        schema:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
      type: object
      title: OpenAIJSONSchema
      description: JSON schema specification for OpenAI-compatible structured response format.
    OpenAIResponseFormatJSONObject:
      properties:
        type:
          type: string
          const: json_object
          title: Type
          default: json_object
      type: object
      title: OpenAIResponseFormatJSONObject
      description: JSON object response format for OpenAI-compatible chat completion requests.
    OpenAIResponseFormatJSONSchema:
      properties:
        type:
          type: string
          const: json_schema
          title: Type
          default: json_schema
        json_schema:
          $ref: '#/components/schemas/OpenAIJSONSchema'
      type: object
      required:
      - json_schema
      title: OpenAIResponseFormatJSONSchema
      description: JSON schema response format for OpenAI-compatible chat completion requests.
    OpenAIResponseFormatParam:
      discriminator:
        mapping:
          json_object: '#/components/schemas/OpenAIResponseFormatJSONObject'
          json_schema: '#/components/schemas/OpenAIResponseFormatJSONSchema'
          text: '#/components/schemas/OpenAIResponseFormatText'
        propertyName: type
      oneOf:
      - $ref: '#/components/schemas/OpenAIResponseFormatText'
        title: OpenAIResponseFormatText
      - $ref: '#/components/schemas/OpenAIResponseFormatJSONSchema'
        title: OpenAIResponseFormatJSONSchema
      - $ref: '#/components/schemas/OpenAIResponseFormatJSONObject'
        title: OpenAIResponseFormatJSONObject
      title: OpenAIResponseFormatText | OpenAIResponseFormatJSONSchema | OpenAIResponseFormatJSONObject
    OpenAIResponseFormatText:
      properties:
        type:
          type: string
          const: text
          title: Type
          default: text
      type: object
      title: OpenAIResponseFormatText
      description: Text response format for OpenAI-compatible chat completion requests.
    OpenAIChatCompletionRequestWithExtraBody:
      properties:
        model:
          type: string
          title: Model
        messages:
          items:
            oneOf:
            - $ref: '#/components/schemas/OpenAIUserMessageParam-Input'
              title: OpenAIUserMessageParam-Input
            - $ref: '#/components/schemas/OpenAISystemMessageParam'
              title: OpenAISystemMessageParam
            - $ref: '#/components/schemas/OpenAIAssistantMessageParam-Input'
              title: OpenAIAssistantMessageParam-Input
            - $ref: '#/components/schemas/OpenAIToolMessageParam'
              title: OpenAIToolMessageParam
            - $ref: '#/components/schemas/OpenAIDeveloperMessageParam'
              title: OpenAIDeveloperMessageParam
            discriminator:
              propertyName: role
              mapping:
                assistant: '#/components/schemas/OpenAIAssistantMessageParam-Input'
                developer: '#/components/schemas/OpenAIDeveloperMessageParam'
                system: '#/components/schemas/OpenAISystemMessageParam'
                tool: '#/components/schemas/OpenAIToolMessageParam'
                user: '#/components/schemas/OpenAIUserMessageParam-Input'
            title: OpenAIUserMessageParam-Input | ... (5 variants)
          type: array
          minItems: 1
          title: Messages
        frequency_penalty:
          anyOf:
          - type: number
          - type: 'null'
        function_call:
          anyOf:
          - type: string
          - additionalProperties: true
            type: object
          - type: 'null'
          title: string | object
        functions:
          anyOf:
          - items:
              additionalProperties: true
              type: object
            type: array
          - type: 'null'
        logit_bias:
          anyOf:
          - additionalProperties:
              type: number
            type: object
          - type: 'null'
        logprobs:
          anyOf:
          - type: boolean
          - type: 'null'
        max_completion_tokens:
          anyOf:
          - type: integer
          - type: 'null'
        max_tokens:
          anyOf:
          - type: integer
          - type: 'null'
        n:
          anyOf:
          - type: integer
          - type: 'null'
        parallel_tool_calls:
          anyOf:
          - type: boolean
          - type: 'null'
        presence_penalty:
          anyOf:
          - type: number
          - type: 'null'
        response_format:
          anyOf:
          - oneOf:
            - $ref: '#/components/schemas/OpenAIResponseFormatText'
              title: OpenAIResponseFormatText
            - $ref: '#/components/schemas/OpenAIResponseFormatJSONSchema'
              title: OpenAIResponseFormatJSONSchema
            - $ref: '#/components/schemas/OpenAIResponseFormatJSONObject'
              title: OpenAIResponseFormatJSONObject
            discriminator:
              propertyName: type
              mapping:
                json_object: '#/components/schemas/OpenAIResponseFormatJSONObject'
                json_schema: '#/components/schemas/OpenAIResponseFormatJSONSchema'
                text: '#/components/schemas/OpenAIResponseFormatText'
            title: OpenAIResponseFormatText | OpenAIResponseFormatJSONSchema | OpenAIResponseFormatJSONObject
          - type: 'null'
          title: Response Format
        seed:
          anyOf:
          - type: integer
          - type: 'null'
        stop:
          anyOf:
          - type: string
          - items:
              type: string
            type: array
            title: list[string]
          - type: 'null'
          title: string | list[string]
        stream:
          anyOf:
          - type: boolean
          - type: 'null'
        stream_options:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
        temperature:
          anyOf:
          - type: number
          - type: 'null'
        tool_choice:
          anyOf:
          - type: string
          - additionalProperties: true
            type: object
          - type: 'null'
          title: string | object
        tools:
          anyOf:
          - items:
              additionalProperties: true
              type: object
            type: array
          - type: 'null'
        top_logprobs:
          anyOf:
          - type: integer
          - type: 'null'
        top_p:
          anyOf:
          - type: number
          - type: 'null'
        user:
          anyOf:
          - type: string
          - type: 'null'
      additionalProperties: true
      type: object
      required:
      - model
      - messages
      title: OpenAIChatCompletionRequestWithExtraBody
      description: Request parameters for OpenAI-compatible chat completion endpoint.
    OpenAIChatCompletion:
      properties:
        id:
          type: string
          title: Id
        choices:
          items:
            $ref: '#/components/schemas/OpenAIChoice'
          type: array
          title: Choices
        object:
          type: string
          const: chat.completion
          title: Object
          default: chat.completion
        created:
          type: integer
          title: Created
        model:
          type: string
          title: Model
        usage:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChatCompletionUsage'
            title: OpenAIChatCompletionUsage
          - type: 'null'
          title: OpenAIChatCompletionUsage
      type: object
      required:
      - id
      - choices
      - created
      - model
      title: OpenAIChatCompletion
      description: Response from an OpenAI-compatible chat completion request.
    OpenAIChatCompletionChunk:
      description: Chunk from a streaming response to an OpenAI-compatible chat completion request.
      properties:
        id:
          title: Id
          type: string
        choices:
          items:
            $ref: '#/components/schemas/OpenAIChunkChoice'
          title: Choices
          type: array
        object:
          const: chat.completion.chunk
          default: chat.completion.chunk
          title: Object
          type: string
        created:
          title: Created
          type: integer
        model:
          title: Model
          type: string
        usage:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChatCompletionUsage'
            title: OpenAIChatCompletionUsage
          - type: 'null'
          nullable: true
          title: OpenAIChatCompletionUsage
      required:
      - id
      - choices
      - created
      - model
      title: OpenAIChatCompletionChunk
      type: object
    OpenAIChoiceDelta:
      description: A delta from an OpenAI-compatible chat completion streaming response.
      properties:
        content:
          anyOf:
          - type: string
          - type: 'null'
          nullable: true
        refusal:
          anyOf:
          - type: string
          - type: 'null'
          nullable: true
        role:
          anyOf:
          - type: string
          - type: 'null'
          nullable: true
        tool_calls:
          anyOf:
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionToolCall'
            type: array
          - type: 'null'
          nullable: true
        reasoning_content:
          anyOf:
          - type: string
          - type: 'null'
          nullable: true
      title: OpenAIChoiceDelta
      type: object
    OpenAIChunkChoice:
      description: A chunk choice from an OpenAI-compatible chat completion streaming response.
      properties:
        delta:
          $ref: '#/components/schemas/OpenAIChoiceDelta'
        finish_reason:
          title: Finish Reason
          type: string
        index:
          title: Index
          type: integer
        logprobs:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChoiceLogprobs'
            title: OpenAIChoiceLogprobs
          - type: 'null'
          nullable: true
          title: OpenAIChoiceLogprobs
      required:
      - delta
      - finish_reason
      - index
      title: OpenAIChunkChoice
      type: object
    OpenAICompletionWithInputMessages:
      properties:
        id:
          type: string
          title: Id
        choices:
          items:
            $ref: '#/components/schemas/OpenAIChoice'
          type: array
          title: Choices
        object:
          type: string
          const: chat.completion
          title: Object
          default: chat.completion
        created:
          type: integer
          title: Created
        model:
          type: string
          title: Model
        usage:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChatCompletionUsage'
            title: OpenAIChatCompletionUsage
          - type: 'null'
          title: OpenAIChatCompletionUsage
        input_messages:
          items:
            oneOf:
            - $ref: '#/components/schemas/OpenAIUserMessageParam-Output'
              title: OpenAIUserMessageParam-Output
            - $ref: '#/components/schemas/OpenAISystemMessageParam'
              title: OpenAISystemMessageParam
            - $ref: '#/components/schemas/OpenAIAssistantMessageParam-Output'
              title: OpenAIAssistantMessageParam-Output
            - $ref: '#/components/schemas/OpenAIToolMessageParam'
              title: OpenAIToolMessageParam
            - $ref: '#/components/schemas/OpenAIDeveloperMessageParam'
              title: OpenAIDeveloperMessageParam
            discriminator:
              propertyName: role
              mapping:
                assistant: '#/components/schemas/OpenAIAssistantMessageParam-Output'
                developer: '#/components/schemas/OpenAIDeveloperMessageParam'
                system: '#/components/schemas/OpenAISystemMessageParam'
                tool: '#/components/schemas/OpenAIToolMessageParam'
                user: '#/components/schemas/OpenAIUserMessageParam-Output'
            title: OpenAIUserMessageParam-Output | ... (5 variants)
          type: array
          title: Input Messages
      type: object
      required:
      - id
      - choices
      - created
      - model
      - input_messages
      title: OpenAICompletionWithInputMessages
    OpenAICompletionRequestWithExtraBody:
      properties:
        model:
          type: string
          title: Model
        prompt:
          anyOf:
          - type: string
          - items:
              type: string
            type: array
            title: list[string]
          - items:
              type: integer
            type: array
            title: list[integer]
          - items:
              items:
                type: integer
              type: array
            type: array
            title: list[array]
          title: string | ... (4 variants)
        best_of:
          anyOf:
          - type: integer
          - type: 'null'
        echo:
          anyOf:
          - type: boolean
          - type: 'null'
        frequency_penalty:
          anyOf:
          - type: number
          - type: 'null'
        logit_bias:
          anyOf:
          - additionalProperties:
              type: number
            type: object
          - type: 'null'
        logprobs:
          anyOf:
          - type: boolean
          - type: 'null'
        max_tokens:
          anyOf:
          - type: integer
          - type: 'null'
        n:
          anyOf:
          - type: integer
          - type: 'null'
        presence_penalty:
          anyOf:
          - type: number
          - type: 'null'
        seed:
          anyOf:
          - type: integer
          - type: 'null'
        stop:
          anyOf:
          - type: string
          - items:
              type: string
            type: array
            title: list[string]
          - type: 'null'
          title: string | list[string]
        stream:
          anyOf:
          - type: boolean
          - type: 'null'
        stream_options:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
        temperature:
          anyOf:
          - type: number
          - type: 'null'
        top_p:
          anyOf:
          - type: number
          - type: 'null'
        user:
          anyOf:
          - type: string
          - type: 'null'
        suffix:
          anyOf:
          - type: string
          - type: 'null'
      additionalProperties: true
      type: object
      required:
      - model
      - prompt
      title: OpenAICompletionRequestWithExtraBody
      description: Request parameters for OpenAI-compatible completion endpoint.
    OpenAICompletion:
      properties:
        id:
          type: string
          title: Id
        choices:
          items:
            $ref: '#/components/schemas/OpenAICompletionChoice'
          type: array
          title: Choices
        created:
          type: integer
          title: Created
        model:
          type: string
          title: Model
        object:
          type: string
          const: text_completion
          title: Object
          default: text_completion
      type: object
      required:
      - id
      - choices
      - created
      - model
      title: OpenAICompletion
      description: |-
        Response from an OpenAI-compatible completion request.

        :id: The ID of the completion
        :choices: List of choices
        :created: The Unix timestamp in seconds when the completion was created
        :model: The model that was used to generate the completion
        :object: The object type, which will be "text_completion"
    OpenAICompletionChoice:
      properties:
        finish_reason:
          type: string
          title: Finish Reason
        text:
          type: string
          title: Text
        index:
          type: integer
          title: Index
        logprobs:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChoiceLogprobs'
            title: OpenAIChoiceLogprobs
          - type: 'null'
          title: OpenAIChoiceLogprobs
      type: object
      required:
      - finish_reason
      - text
      - index
      title: OpenAICompletionChoice
      description: |-
        A choice from an OpenAI-compatible completion response.

        :finish_reason: The reason the model stopped generating
        :text: The text of the choice
        :index: The index of the choice
        :logprobs: (Optional) The log probabilities for the tokens in the choice
    ConversationItem:
      discriminator:
        mapping:
          file_search_call: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
          function_call: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
          function_call_output: '#/components/schemas/OpenAIResponseInputFunctionToolCallOutput'
          mcp_approval_request: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
          mcp_approval_response: '#/components/schemas/OpenAIResponseMCPApprovalResponse'
          mcp_call: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
          mcp_list_tools: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
          message: '#/components/schemas/OpenAIResponseMessage'
          web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
        propertyName: type
      oneOf:
      - $ref: '#/components/schemas/OpenAIResponseMessage'
        title: OpenAIResponseMessage
      - $ref: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
        title: OpenAIResponseOutputMessageWebSearchToolCall
      - $ref: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
        title: OpenAIResponseOutputMessageFileSearchToolCall
      - $ref: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
        title: OpenAIResponseOutputMessageFunctionToolCall
      - $ref: '#/components/schemas/OpenAIResponseInputFunctionToolCallOutput'
        title: OpenAIResponseInputFunctionToolCallOutput
      - $ref: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
        title: OpenAIResponseMCPApprovalRequest
      - $ref: '#/components/schemas/OpenAIResponseMCPApprovalResponse'
        title: OpenAIResponseMCPApprovalResponse
      - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
        title: OpenAIResponseOutputMessageMCPCall
      - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
        title: OpenAIResponseOutputMessageMCPListTools
      title: OpenAIResponseMessage | ... (9 variants)
    OpenAIResponseAnnotationCitation:
      properties:
        type:
          type: string
          const: url_citation
          title: Type
          default: url_citation
        end_index:
          type: integer
          title: End Index
        start_index:
          type: integer
          title: Start Index
        title:
          type: string
          title: Title
        url:
          type: string
          title: Url
      type: object
      required:
      - end_index
      - start_index
      - title
      - url
      title: OpenAIResponseAnnotationCitation
      description: URL citation annotation for referencing external web resources.
    OpenAIResponseAnnotationContainerFileCitation:
      properties:
        type:
          type: string
          const: container_file_citation
          title: Type
          default: container_file_citation
        container_id:
          type: string
          title: Container Id
        end_index:
          type: integer
          title: End Index
        file_id:
          type: string
          title: File Id
        filename:
          type: string
          title: Filename
        start_index:
          type: integer
          title: Start Index
      type: object
      required:
      - container_id
      - end_index
      - file_id
      - filename
      - start_index
      title: OpenAIResponseAnnotationContainerFileCitation
    OpenAIResponseAnnotationFileCitation:
      properties:
        type:
          type: string
          const: file_citation
          title: Type
          default: file_citation
        file_id:
          type: string
          title: File Id
        filename:
          type: string
          title: Filename
        index:
          type: integer
          title: Index
      type: object
      required:
      - file_id
      - filename
      - index
      title: OpenAIResponseAnnotationFileCitation
      description: File citation annotation for referencing specific files in response content.
    OpenAIResponseAnnotationFilePath:
      properties:
        type:
          type: string
          const: file_path
          title: Type
          default: file_path
        file_id:
          type: string
          title: File Id
        index:
          type: integer
          title: Index
      type: object
      required:
      - file_id
      - index
      title: OpenAIResponseAnnotationFilePath
    OpenAIResponseAnnotations:
      discriminator:
        mapping:
          container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
          file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
          file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
          url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
        propertyName: type
      oneOf:
      - $ref: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
        title: OpenAIResponseAnnotationFileCitation
      - $ref: '#/components/schemas/OpenAIResponseAnnotationCitation'
        title: OpenAIResponseAnnotationCitation
      - $ref: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
        title: OpenAIResponseAnnotationContainerFileCitation
      - $ref: '#/components/schemas/OpenAIResponseAnnotationFilePath'
        title: OpenAIResponseAnnotationFilePath
      title: OpenAIResponseAnnotationFileCitation | ... (4 variants)
    OpenAIResponseContentPartRefusal:
      properties:
        type:
          type: string
          const: refusal
          title: Type
          default: refusal
        refusal:
          type: string
          title: Refusal
      type: object
      required:
      - refusal
      title: OpenAIResponseContentPartRefusal
      description: Refusal content within a streamed response part.
    OpenAIResponseInputFunctionToolCallOutput:
      properties:
        call_id:
          type: string
          title: Call Id
        output:
          type: string
          title: Output
        type:
          type: string
          const: function_call_output
          title: Type
          default: function_call_output
        id:
          anyOf:
          - type: string
          - type: 'null'
        status:
          anyOf:
          - type: string
          - type: 'null'
      type: object
      required:
      - call_id
      - output
      title: OpenAIResponseInputFunctionToolCallOutput
      description: This represents the output of a function call that gets passed back to the model.
    OpenAIResponseInputMessageContent:
      discriminator:
        mapping:
          input_file: '#/components/schemas/OpenAIResponseInputMessageContentFile'
          input_image: '#/components/schemas/OpenAIResponseInputMessageContentImage'
          input_text: '#/components/schemas/OpenAIResponseInputMessageContentText'
        propertyName: type
      oneOf:
      - $ref: '#/components/schemas/OpenAIResponseInputMessageContentText'
        title: OpenAIResponseInputMessageContentText
      - $ref: '#/components/schemas/OpenAIResponseInputMessageContentImage'
        title: OpenAIResponseInputMessageContentImage
      - $ref: '#/components/schemas/OpenAIResponseInputMessageContentFile'
        title: OpenAIResponseInputMessageContentFile
      title: OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile
    OpenAIResponseInputMessageContentFile:
      properties:
        type:
          type: string
          const: input_file
          title: Type
          default: input_file
        file_data:
          anyOf:
          - type: string
          - type: 'null'
        file_id:
          anyOf:
          - type: string
          - type: 'null'
        file_url:
          anyOf:
          - type: string
          - type: 'null'
        filename:
          anyOf:
          - type: string
          - type: 'null'
      type: object
      title: OpenAIResponseInputMessageContentFile
      description: File content for input messages in OpenAI response format.
    OpenAIResponseInputMessageContentImage:
      properties:
        detail:
          title: Detail
          default: auto
          type: string
          enum:
          - low
          - high
          - auto
        type:
          type: string
          const: input_image
          title: Type
          default: input_image
        file_id:
          anyOf:
          - type: string
          - type: 'null'
        image_url:
          anyOf:
          - type: string
          - type: 'null'
      type: object
      title: OpenAIResponseInputMessageContentImage
      description: Image content for input messages in OpenAI response format.
    OpenAIResponseInputMessageContentText:
      properties:
        text:
          type: string
          title: Text
        type:
          type: string
          const: input_text
          title: Type
          default: input_text
      type: object
      required:
      - text
      title: OpenAIResponseInputMessageContentText
      description: Text content for input messages in OpenAI response format.
    OpenAIResponseMCPApprovalRequest:
      properties:
        arguments:
          type: string
          title: Arguments
        id:
          type: string
          title: Id
        name:
          type: string
          title: Name
        server_label:
          type: string
          title: Server Label
        type:
          type: string
          const: mcp_approval_request
          title: Type
          default: mcp_approval_request
      type: object
      required:
      - arguments
      - id
      - name
      - server_label
      title: OpenAIResponseMCPApprovalRequest
      description: A request for human approval of a tool invocation.
    OpenAIResponseMCPApprovalResponse:
      properties:
        approval_request_id:
          type: string
          title: Approval Request Id
        approve:
          type: boolean
          title: Approve
        type:
          type: string
          const: mcp_approval_response
          title: Type
          default: mcp_approval_response
        id:
          anyOf:
          - type: string
          - type: 'null'
        reason:
          anyOf:
          - type: string
          - type: 'null'
      type: object
      required:
      - approval_request_id
      - approve
      title: OpenAIResponseMCPApprovalResponse
      description: A response to an MCP approval request.
    OpenAIResponseMessage:
      description: |-
        Corresponds to the various Message types in the Responses API.
        They are all under one type because the Responses API gives them all
        the same "type" value, and there is no way to tell them apart in certain
        scenarios.
      properties:
        content:
          anyOf:
          - type: string
          - items:
              discriminator:
                mapping:
                  input_file: '#/components/schemas/OpenAIResponseInputMessageContentFile'
                  input_image: '#/components/schemas/OpenAIResponseInputMessageContentImage'
                  input_text: '#/components/schemas/OpenAIResponseInputMessageContentText'
                propertyName: type
              oneOf:
              - $ref: '#/components/schemas/OpenAIResponseInputMessageContentText'
                title: OpenAIResponseInputMessageContentText
              - $ref: '#/components/schemas/OpenAIResponseInputMessageContentImage'
                title: OpenAIResponseInputMessageContentImage
              - $ref: '#/components/schemas/OpenAIResponseInputMessageContentFile'
                title: OpenAIResponseInputMessageContentFile
              title: OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile
            type: array
            title: list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile]
          - items:
              discriminator:
                mapping:
                  output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
                  refusal: '#/components/schemas/OpenAIResponseContentPartRefusal'
                propertyName: type
              oneOf:
              - $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
                title: OpenAIResponseOutputMessageContentOutputText
              - $ref: '#/components/schemas/OpenAIResponseContentPartRefusal'
                title: OpenAIResponseContentPartRefusal
              title: OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal
            type: array
            title: list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
          title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
        role:
          title: Role
          type: string
          enum:
          - system
          - developer
          - user
          - assistant
          default: system
        type:
          const: message
          default: message
          title: Type
          type: string
        id:
          anyOf:
          - type: string
          - type: 'null'
          nullable: true
        status:
          anyOf:
          - type: string
          - type: 'null'
          nullable: true
      required:
      - content
      - role
      title: OpenAIResponseMessage
      type: object
    OpenAIResponseOutputMessageContent:
      discriminator:
        mapping:
          output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
          refusal: '#/components/schemas/OpenAIResponseContentPartRefusal'
        propertyName: type
      oneOf:
      - $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
        title: OpenAIResponseOutputMessageContentOutputText
      - $ref: '#/components/schemas/OpenAIResponseContentPartRefusal'
        title: OpenAIResponseContentPartRefusal
      title: OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal
    OpenAIResponseOutputMessageContentOutputText:
      properties:
        text:
          type: string
          title: Text
        type:
          type: string
          const: output_text
          title: Type
          default: output_text
        annotations:
          items:
            oneOf:
            - $ref: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
              title: OpenAIResponseAnnotationFileCitation
            - $ref: '#/components/schemas/OpenAIResponseAnnotationCitation'
              title: OpenAIResponseAnnotationCitation
            - $ref: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
              title: OpenAIResponseAnnotationContainerFileCitation
            - $ref: '#/components/schemas/OpenAIResponseAnnotationFilePath'
              title: OpenAIResponseAnnotationFilePath
            discriminator:
              propertyName: type
              mapping:
                container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
                file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
                file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
                url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
            title: OpenAIResponseAnnotationFileCitation | ... (4 variants)
          type: array
          title: Annotations
      type: object
      required:
      - text
      title: OpenAIResponseOutputMessageContentOutputText
    OpenAIResponseOutputMessageFileSearchToolCall:
      properties:
        id:
          type: string
          title: Id
        queries:
          items:
            type: string
          type: array
          title: Queries
        status:
          type: string
          title: Status
        type:
          type: string
          const: file_search_call
          title: Type
          default: file_search_call
        results:
          anyOf:
          - items:
              $ref: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCallResults'
            type: array
          - type: 'null'
      type: object
      required:
      - id
      - queries
      - status
      title: OpenAIResponseOutputMessageFileSearchToolCall
      description: File search tool call output message for OpenAI responses.
    OpenAIResponseOutputMessageFunctionToolCall:
      properties:
        call_id:
          type: string
          title: Call Id
        name:
          type: string
          title: Name
        arguments:
          type: string
          title: Arguments
        type:
          type: string
          const: function_call
          title: Type
          default: function_call
        id:
          anyOf:
          - type: string
          - type: 'null'
        status:
          anyOf:
          - type: string
          - type: 'null'
      type: object
      required:
      - call_id
      - name
      - arguments
      title: OpenAIResponseOutputMessageFunctionToolCall
      description: Function tool call output message for OpenAI responses.
    OpenAIResponseOutputMessageMCPCall:
      properties:
        id:
          type: string
          title: Id
        type:
          type: string
          const: mcp_call
          title: Type
          default: mcp_call
        arguments:
          type: string
          title: Arguments
        name:
          type: string
          title: Name
        server_label:
          type: string
          title: Server Label
        error:
          anyOf:
          - type: string
          - type: 'null'
        output:
          anyOf:
          - type: string
          - type: 'null'
      type: object
      required:
      - id
      - arguments
      - name
      - server_label
      title: OpenAIResponseOutputMessageMCPCall
      description: Model Context Protocol (MCP) call output message for OpenAI responses.
    OpenAIResponseOutputMessageMCPListTools:
      properties:
        id:
          type: string
          title: Id
        type:
          type: string
          const: mcp_list_tools
          title: Type
          default: mcp_list_tools
        server_label:
          type: string
          title: Server Label
        tools:
          items:
            $ref: '#/components/schemas/MCPListToolsTool'
          type: array
          title: Tools
      type: object
      required:
      - id
      - server_label
      - tools
      title: OpenAIResponseOutputMessageMCPListTools
      description: MCP list tools output message containing available tools from an MCP server.
    OpenAIResponseOutputMessageWebSearchToolCall:
      properties:
        id:
          type: string
          title: Id
        status:
          type: string
          title: Status
        type:
          type: string
          const: web_search_call
          title: Type
          default: web_search_call
      type: object
      required:
      - id
      - status
      title: OpenAIResponseOutputMessageWebSearchToolCall
      description: Web search tool call output message for OpenAI responses.
    Conversation:
      properties:
        id:
          type: string
          title: Id
          description: The unique ID of the conversation.
        object:
          type: string
          const: conversation
          title: Object
          description: The object type, which is always conversation.
          default: conversation
        created_at:
          type: integer
          title: Created At
          description: The time at which the conversation was created, measured in seconds since the Unix epoch.
        metadata:
          anyOf:
          - additionalProperties:
              type: string
            type: object
          - type: 'null'
          description: Set of 16 key-value pairs that can be attached to an object. This can be useful for storing additional information about the object in a structured format, and querying for objects via API or the dashboard.
        items:
          anyOf:
          - items:
              additionalProperties: true
              type: object
            type: array
          - type: 'null'
          description: Initial items to include in the conversation context. You may add up to 20 items at a time.
      type: object
      required:
      - id
      - created_at
      title: Conversation
      description: OpenAI-compatible conversation object.
    ConversationDeletedResource:
      properties:
        id:
          type: string
          title: Id
          description: The deleted conversation identifier
        object:
          type: string
          title: Object
          description: Object type
          default: conversation.deleted
        deleted:
          type: boolean
          title: Deleted
          description: Whether the object was deleted
          default: true
      type: object
      required:
      - id
      title: ConversationDeletedResource
      description: Response for deleted conversation.
    ConversationItemList:
      properties:
        object:
          type: string
          title: Object
          description: Object type
          default: list
        data:
          items:
            oneOf:
            - $ref: '#/components/schemas/OpenAIResponseMessage-Output'
              title: OpenAIResponseMessage-Output
            - $ref: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
              title: OpenAIResponseOutputMessageWebSearchToolCall
            - $ref: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
              title: OpenAIResponseOutputMessageFileSearchToolCall
            - $ref: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
              title: OpenAIResponseOutputMessageFunctionToolCall
            - $ref: '#/components/schemas/OpenAIResponseInputFunctionToolCallOutput'
              title: OpenAIResponseInputFunctionToolCallOutput
            - $ref: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
              title: OpenAIResponseMCPApprovalRequest
            - $ref: '#/components/schemas/OpenAIResponseMCPApprovalResponse'
              title: OpenAIResponseMCPApprovalResponse
            - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
              title: OpenAIResponseOutputMessageMCPCall
            - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
              title: OpenAIResponseOutputMessageMCPListTools
            discriminator:
              propertyName: type
              mapping:
                file_search_call: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
                function_call: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
                function_call_output: '#/components/schemas/OpenAIResponseInputFunctionToolCallOutput'
                mcp_approval_request: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
                mcp_approval_response: '#/components/schemas/OpenAIResponseMCPApprovalResponse'
                mcp_call: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
                mcp_list_tools: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
                message: '#/components/schemas/OpenAIResponseMessage-Output'
                web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
            title: OpenAIResponseMessage-Output | ... (9 variants)
          type: array
          title: Data
          description: List of conversation items
        first_id:
          anyOf:
          - type: string
          - type: 'null'
          description: The ID of the first item in the list
        last_id:
          anyOf:
          - type: string
          - type: 'null'
          description: The ID of the last item in the list
        has_more:
          type: boolean
          title: Has More
          description: Whether there are more items available
          default: false
      type: object
      required:
      - data
      title: ConversationItemList
      description: List of conversation items with pagination.
    ConversationItemDeletedResource:
      properties:
        id:
          type: string
          title: Id
          description: The deleted item identifier
        object:
          type: string
          title: Object
          description: Object type
          default: conversation.item.deleted
        deleted:
          type: boolean
          title: Deleted
          description: Whether the object was deleted
          default: true
      type: object
      required:
      - id
      title: ConversationItemDeletedResource
      description: Response for deleted conversation item.
    OpenAIEmbeddingsRequestWithExtraBody:
      properties:
        model:
          type: string
          title: Model
        input:
          anyOf:
          - type: string
          - items:
              type: string
            type: array
            title: list[string]
          title: string | list[string]
        encoding_format:
          anyOf:
          - type: string
          - type: 'null'
          default: float
        dimensions:
          anyOf:
          - type: integer
          - type: 'null'
        user:
          anyOf:
          - type: string
          - type: 'null'
      additionalProperties: true
      type: object
      required:
      - model
      - input
      title: OpenAIEmbeddingsRequestWithExtraBody
      description: Request parameters for OpenAI-compatible embeddings endpoint.
    OpenAIEmbeddingData:
      properties:
        object:
          type: string
          const: embedding
          title: Object
          default: embedding
        embedding:
          anyOf:
          - items:
              type: number
            type: array
            title: list[number]
          - type: string
          title: list[number] | string
        index:
          type: integer
          title: Index
      type: object
      required:
      - embedding
      - index
      title: OpenAIEmbeddingData
      description: A single embedding data object from an OpenAI-compatible embeddings response.
    OpenAIEmbeddingUsage:
      properties:
        prompt_tokens:
          type: integer
          title: Prompt Tokens
        total_tokens:
          type: integer
          title: Total Tokens
      type: object
      required:
      - prompt_tokens
      - total_tokens
      title: OpenAIEmbeddingUsage
      description: Usage information for an OpenAI-compatible embeddings response.
    OpenAIEmbeddingsResponse:
      properties:
        object:
          type: string
          const: list
          title: Object
          default: list
        data:
          items:
            $ref: '#/components/schemas/OpenAIEmbeddingData'
          type: array
          title: Data
        model:
          type: string
          title: Model
        usage:
          $ref: '#/components/schemas/OpenAIEmbeddingUsage'
      type: object
      required:
      - data
      - model
      - usage
      title: OpenAIEmbeddingsResponse
      description: Response from an OpenAI-compatible embeddings request.
    OpenAIFilePurpose:
      type: string
      enum:
      - assistants
      - batch
      title: OpenAIFilePurpose
      description: Valid purpose values for OpenAI Files API.
    ListOpenAIFileResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/OpenAIFileObject'
          type: array
          title: Data
        has_more:
          type: boolean
          title: Has More
        first_id:
          type: string
          title: First Id
        last_id:
          type: string
          title: Last Id
        object:
          type: string
          const: list
          title: Object
          default: list
      type: object
      required:
      - data
      - has_more
      - first_id
      - last_id
      title: ListOpenAIFileResponse
      description: Response for listing files in OpenAI Files API.
    OpenAIFileObject:
      properties:
        object:
          type: string
          const: file
          title: Object
          default: file
        id:
          type: string
          title: Id
        bytes:
          type: integer
          title: Bytes
        created_at:
          type: integer
          title: Created At
        expires_at:
          type: integer
          title: Expires At
        filename:
          type: string
          title: Filename
        purpose:
          $ref: '#/components/schemas/OpenAIFilePurpose'
      type: object
      required:
      - id
      - bytes
      - created_at
      - expires_at
      - filename
      - purpose
      title: OpenAIFileObject
      description: OpenAI File object as defined in the OpenAI Files API.
    ExpiresAfter:
      properties:
        anchor:
          type: string
          const: created_at
          title: Anchor
        seconds:
          type: integer
          maximum: 2592000.0
          minimum: 3600.0
          title: Seconds
      type: object
      required:
      - anchor
      - seconds
      title: ExpiresAfter
      description: |-
        Control expiration of uploaded files.

        Params:
         - anchor, must be "created_at"
         - seconds, must be int between 3600 and 2592000 (1 hour to 30 days)
    OpenAIFileDeleteResponse:
      properties:
        id:
          type: string
          title: Id
        object:
          type: string
          const: file
          title: Object
          default: file
        deleted:
          type: boolean
          title: Deleted
      type: object
      required:
      - id
      - deleted
      title: OpenAIFileDeleteResponse
      description: Response for deleting a file in OpenAI Files API.
    HealthInfo:
      properties:
        status:
          $ref: '#/components/schemas/HealthStatus'
      type: object
      required:
      - status
      title: HealthInfo
      description: Health status information for the service.
    RouteInfo:
      properties:
        route:
          type: string
          title: Route
        method:
          type: string
          title: Method
        provider_types:
          items:
            type: string
          type: array
          title: Provider Types
      type: object
      required:
      - route
      - method
      - provider_types
      title: RouteInfo
      description: Information about an API route including its path, method, and implementing providers.
    ListRoutesResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/RouteInfo'
          type: array
          title: Data
      type: object
      required:
      - data
      title: ListRoutesResponse
      description: Response containing a list of all available API routes.
    OpenAIModel:
      properties:
        id:
          type: string
          title: Id
        object:
          type: string
          const: model
          title: Object
          default: model
        created:
          type: integer
          title: Created
        owned_by:
          type: string
          title: Owned By
        custom_metadata:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
      type: object
      required:
      - id
      - created
      - owned_by
      title: OpenAIModel
      description: |-
        A model from OpenAI.

        :id: The ID of the model
        :object: The object type, which will be "model"
        :created: The Unix timestamp in seconds when the model was created
        :owned_by: The owner of the model
        :custom_metadata: Llama Stack-specific metadata including model_type, provider info, and additional metadata
    OpenAIListModelsResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/OpenAIModel'
          type: array
          title: Data
      type: object
      required:
      - data
      title: OpenAIListModelsResponse
    Model:
      properties:
        identifier:
          type: string
          title: Identifier
          description: Unique identifier for this resource in llama stack
        provider_resource_id:
          anyOf:
          - type: string
          - type: 'null'
          description: Unique identifier for this resource in the provider
        provider_id:
          type: string
          title: Provider Id
          description: ID of the provider that owns this resource
        type:
          type: string
          const: model
          title: Type
          default: model
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
          description: Any additional metadata for this model
        model_type:
          $ref: '#/components/schemas/ModelType'
          default: llm
      type: object
      required:
      - identifier
      - provider_id
      title: Model
      description: A model resource representing an AI model registered in Llama Stack.
    ModelType:
      type: string
      enum:
      - llm
      - embedding
      - rerank
      title: ModelType
      description: Enumeration of supported model types in Llama Stack.
    ModerationObject:
      properties:
        id:
          type: string
          title: Id
        model:
          type: string
          title: Model
        results:
          items:
            $ref: '#/components/schemas/ModerationObjectResults'
          type: array
          title: Results
      type: object
      required:
      - id
      - model
      - results
      title: ModerationObject
      description: A moderation object.
    ModerationObjectResults:
      properties:
        flagged:
          type: boolean
          title: Flagged
        categories:
          anyOf:
          - additionalProperties:
              type: boolean
            type: object
          - type: 'null'
        category_applied_input_types:
          anyOf:
          - additionalProperties:
              items:
                type: string
              type: array
            type: object
          - type: 'null'
        category_scores:
          anyOf:
          - additionalProperties:
              type: number
            type: object
          - type: 'null'
        user_message:
          anyOf:
          - type: string
          - type: 'null'
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
      type: object
      required:
      - flagged
      title: ModerationObjectResults
      description: A moderation object.
    Prompt:
      properties:
        prompt:
          anyOf:
          - type: string
          - type: 'null'
          description: The system prompt with variable placeholders
        version:
          type: integer
          minimum: 1.0
          title: Version
          description: Version (integer starting at 1, incremented on save)
        prompt_id:
          type: string
          title: Prompt Id
          description: Unique identifier in format 'pmpt_<48-digit-hash>'
        variables:
          items:
            type: string
          type: array
          title: Variables
          description: List of variable names that can be used in the prompt template
        is_default:
          type: boolean
          title: Is Default
          description: Boolean indicating whether this version is the default version
          default: false
      type: object
      required:
      - version
      - prompt_id
      title: Prompt
      description: A prompt resource representing a stored OpenAI Compatible prompt template in Llama Stack.
    ListPromptsResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/Prompt'
          type: array
          title: Data
      type: object
      required:
      - data
      title: ListPromptsResponse
      description: Response model to list prompts.
    ProviderInfo:
      properties:
        api:
          type: string
          title: Api
        provider_id:
          type: string
          title: Provider Id
        provider_type:
          type: string
          title: Provider Type
        config:
          additionalProperties: true
          type: object
          title: Config
        health:
          additionalProperties: true
          type: object
          title: Health
      type: object
      required:
      - api
      - provider_id
      - provider_type
      - config
      - health
      title: ProviderInfo
      description: Information about a registered provider including its configuration and health status.
    ListProvidersResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/ProviderInfo'
          type: array
          title: Data
      type: object
      required:
      - data
      title: ListProvidersResponse
      description: Response containing a list of all available providers.
    ListOpenAIResponseObject:
      properties:
        data:
          items:
            $ref: '#/components/schemas/OpenAIResponseObjectWithInput'
          type: array
          title: Data
        has_more:
          type: boolean
          title: Has More
        first_id:
          type: string
          title: First Id
        last_id:
          type: string
          title: Last Id
        object:
          type: string
          const: list
          title: Object
          default: list
      type: object
      required:
      - data
      - has_more
      - first_id
      - last_id
      title: ListOpenAIResponseObject
      description: Paginated list of OpenAI response objects with navigation metadata.
    OpenAIResponseError:
      properties:
        code:
          type: string
          title: Code
        message:
          type: string
          title: Message
      type: object
      required:
      - code
      - message
      title: OpenAIResponseError
      description: Error details for failed OpenAI response requests.
    OpenAIResponseInput:
      anyOf:
      - discriminator:
          mapping:
            file_search_call: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
            function_call: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
            mcp_approval_request: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
            mcp_call: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
            mcp_list_tools: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
            message: '#/components/schemas/OpenAIResponseMessage'
            web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
          propertyName: type
        oneOf:
        - $ref: '#/components/schemas/OpenAIResponseMessage'
          title: OpenAIResponseMessage
        - $ref: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
          title: OpenAIResponseOutputMessageWebSearchToolCall
        - $ref: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
          title: OpenAIResponseOutputMessageFileSearchToolCall
        - $ref: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
          title: OpenAIResponseOutputMessageFunctionToolCall
        - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
          title: OpenAIResponseOutputMessageMCPCall
        - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
          title: OpenAIResponseOutputMessageMCPListTools
        - $ref: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
          title: OpenAIResponseMCPApprovalRequest
        title: OpenAIResponseMessage | ... (7 variants)
      - $ref: '#/components/schemas/OpenAIResponseInputFunctionToolCallOutput'
        title: OpenAIResponseInputFunctionToolCallOutput
      - $ref: '#/components/schemas/OpenAIResponseMCPApprovalResponse'
        title: OpenAIResponseMCPApprovalResponse
      - $ref: '#/components/schemas/OpenAIResponseMessage'
        title: OpenAIResponseMessage
      title: OpenAIResponseInputFunctionToolCallOutput | OpenAIResponseMCPApprovalResponse | OpenAIResponseMessage
    OpenAIResponseInputToolFileSearch:
      properties:
        type:
          type: string
          const: file_search
          title: Type
          default: file_search
        vector_store_ids:
          items:
            type: string
          type: array
          title: Vector Store Ids
        filters:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
        max_num_results:
          anyOf:
          - type: integer
            maximum: 50.0
            minimum: 1.0
          - type: 'null'
          default: 10
        ranking_options:
          anyOf:
          - $ref: '#/components/schemas/SearchRankingOptions'
            title: SearchRankingOptions
          - type: 'null'
          title: SearchRankingOptions
      type: object
      required:
      - vector_store_ids
      title: OpenAIResponseInputToolFileSearch
      description: File search tool configuration for OpenAI response inputs.
    OpenAIResponseInputToolFunction:
      properties:
        type:
          type: string
          const: function
          title: Type
          default: function
        name:
          type: string
          title: Name
        description:
          anyOf:
          - type: string
          - type: 'null'
        parameters:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
        strict:
          anyOf:
          - type: boolean
          - type: 'null'
      type: object
      required:
      - name
      - parameters
      title: OpenAIResponseInputToolFunction
      description: Function tool configuration for OpenAI response inputs.
    OpenAIResponseInputToolWebSearch:
      properties:
        type:
          title: Type
          default: web_search
          type: string
          enum:
          - web_search
          - web_search_preview
          - web_search_preview_2025_03_11
          - web_search_2025_08_26
        search_context_size:
          anyOf:
          - type: string
            pattern: ^low|medium|high$
          - type: 'null'
          default: medium
      type: object
      title: OpenAIResponseInputToolWebSearch
      description: Web search tool configuration for OpenAI response inputs.
    OpenAIResponseObjectWithInput:
      properties:
        created_at:
          type: integer
          title: Created At
        error:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponseError'
            title: OpenAIResponseError
          - type: 'null'
          title: OpenAIResponseError
        id:
          type: string
          title: Id
        model:
          type: string
          title: Model
        object:
          type: string
          const: response
          title: Object
          default: response
        output:
          items:
            oneOf:
            - $ref: '#/components/schemas/OpenAIResponseMessage-Output'
              title: OpenAIResponseMessage-Output
            - $ref: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
              title: OpenAIResponseOutputMessageWebSearchToolCall
            - $ref: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
              title: OpenAIResponseOutputMessageFileSearchToolCall
            - $ref: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
              title: OpenAIResponseOutputMessageFunctionToolCall
            - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
              title: OpenAIResponseOutputMessageMCPCall
            - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
              title: OpenAIResponseOutputMessageMCPListTools
            - $ref: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
              title: OpenAIResponseMCPApprovalRequest
            discriminator:
              propertyName: type
              mapping:
                file_search_call: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
                function_call: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
                mcp_approval_request: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
                mcp_call: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
                mcp_list_tools: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
                message: '#/components/schemas/OpenAIResponseMessage-Output'
                web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
            title: OpenAIResponseMessage-Output | ... (7 variants)
          type: array
          title: Output
        parallel_tool_calls:
          anyOf:
          - type: boolean
          - type: 'null'
          default: true
        previous_response_id:
          anyOf:
          - type: string
          - type: 'null'
        prompt:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponsePrompt'
            title: OpenAIResponsePrompt
          - type: 'null'
          title: OpenAIResponsePrompt
        status:
          type: string
          title: Status
        temperature:
          anyOf:
          - type: number
          - type: 'null'
        text:
          $ref: '#/components/schemas/OpenAIResponseText'
          default:
            format:
              type: text
        top_p:
          anyOf:
          - type: number
          - type: 'null'
        tools:
          anyOf:
          - items:
              oneOf:
              - $ref: '#/components/schemas/OpenAIResponseInputToolWebSearch'
                title: OpenAIResponseInputToolWebSearch
              - $ref: '#/components/schemas/OpenAIResponseInputToolFileSearch'
                title: OpenAIResponseInputToolFileSearch
              - $ref: '#/components/schemas/OpenAIResponseInputToolFunction'
                title: OpenAIResponseInputToolFunction
              - $ref: '#/components/schemas/OpenAIResponseToolMCP'
                title: OpenAIResponseToolMCP
              discriminator:
                propertyName: type
                mapping:
                  file_search: '#/components/schemas/OpenAIResponseInputToolFileSearch'
                  function: '#/components/schemas/OpenAIResponseInputToolFunction'
                  mcp: '#/components/schemas/OpenAIResponseToolMCP'
                  web_search: '#/components/schemas/OpenAIResponseInputToolWebSearch'
                  web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolWebSearch'
                  web_search_preview: '#/components/schemas/OpenAIResponseInputToolWebSearch'
                  web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolWebSearch'
              title: OpenAIResponseInputToolWebSearch | ... (4 variants)
            type: array
          - type: 'null'
        tool_choice:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
            title: OpenAIResponseInputToolChoiceMode
          - oneOf:
            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
              title: OpenAIResponseInputToolChoiceAllowedTools
            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
              title: OpenAIResponseInputToolChoiceFileSearch
            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
              title: OpenAIResponseInputToolChoiceWebSearch
            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
              title: OpenAIResponseInputToolChoiceFunctionTool
            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
              title: OpenAIResponseInputToolChoiceMCPTool
            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
              title: OpenAIResponseInputToolChoiceCustomTool
            discriminator:
              propertyName: type
              mapping:
                allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
                custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
                file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
                function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
                mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
                web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
                web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
                web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
                web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
            title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
          - type: 'null'
          title: OpenAIResponseInputToolChoiceMode
        truncation:
          anyOf:
          - type: string
          - type: 'null'
        usage:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponseUsage'
            title: OpenAIResponseUsage
          - type: 'null'
          title: OpenAIResponseUsage
        instructions:
          anyOf:
          - type: string
          - type: 'null'
        max_tool_calls:
          anyOf:
          - type: integer
          - type: 'null'
        metadata:
          anyOf:
          - additionalProperties:
              type: string
            type: object
          - type: 'null'
        input:
          items:
            anyOf:
            - oneOf:
              - $ref: '#/components/schemas/OpenAIResponseMessage-Output'
                title: OpenAIResponseMessage-Output
              - $ref: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
                title: OpenAIResponseOutputMessageWebSearchToolCall
              - $ref: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
                title: OpenAIResponseOutputMessageFileSearchToolCall
              - $ref: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
                title: OpenAIResponseOutputMessageFunctionToolCall
              - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
                title: OpenAIResponseOutputMessageMCPCall
              - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
                title: OpenAIResponseOutputMessageMCPListTools
              - $ref: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
                title: OpenAIResponseMCPApprovalRequest
              discriminator:
                propertyName: type
                mapping:
                  file_search_call: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
                  function_call: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
                  mcp_approval_request: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
                  mcp_call: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
                  mcp_list_tools: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
                  message: '#/components/schemas/OpenAIResponseMessage-Output'
                  web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
              title: OpenAIResponseMessage-Output | ... (7 variants)
            - $ref: '#/components/schemas/OpenAIResponseInputFunctionToolCallOutput'
              title: OpenAIResponseInputFunctionToolCallOutput
            - $ref: '#/components/schemas/OpenAIResponseMCPApprovalResponse'
              title: OpenAIResponseMCPApprovalResponse
            - $ref: '#/components/schemas/OpenAIResponseMessage-Output'
              title: OpenAIResponseMessage-Output
            title: OpenAIResponseInputFunctionToolCallOutput | OpenAIResponseMCPApprovalResponse | OpenAIResponseMessage-Output
          type: array
          title: Input
      type: object
      required:
      - created_at
      - id
      - model
      - output
      - status
      - input
      title: OpenAIResponseObjectWithInput
      description: OpenAI response object extended with input context information.
    OpenAIResponseOutput:
      discriminator:
        mapping:
          file_search_call: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
          function_call: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
          mcp_approval_request: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
          mcp_call: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
          mcp_list_tools: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
          message: '#/components/schemas/OpenAIResponseMessage'
          web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
        propertyName: type
      oneOf:
      - $ref: '#/components/schemas/OpenAIResponseMessage'
        title: OpenAIResponseMessage
      - $ref: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
        title: OpenAIResponseOutputMessageWebSearchToolCall
      - $ref: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
        title: OpenAIResponseOutputMessageFileSearchToolCall
      - $ref: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
        title: OpenAIResponseOutputMessageFunctionToolCall
      - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
        title: OpenAIResponseOutputMessageMCPCall
      - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
        title: OpenAIResponseOutputMessageMCPListTools
      - $ref: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
        title: OpenAIResponseMCPApprovalRequest
      title: OpenAIResponseMessage | ... (7 variants)
    OpenAIResponsePrompt:
      properties:
        id:
          type: string
          title: Id
        variables:
          anyOf:
          - additionalProperties:
              oneOf:
              - $ref: '#/components/schemas/OpenAIResponseInputMessageContentText'
                title: OpenAIResponseInputMessageContentText
              - $ref: '#/components/schemas/OpenAIResponseInputMessageContentImage'
                title: OpenAIResponseInputMessageContentImage
              - $ref: '#/components/schemas/OpenAIResponseInputMessageContentFile'
                title: OpenAIResponseInputMessageContentFile
              discriminator:
                propertyName: type
                mapping:
                  input_file: '#/components/schemas/OpenAIResponseInputMessageContentFile'
                  input_image: '#/components/schemas/OpenAIResponseInputMessageContentImage'
                  input_text: '#/components/schemas/OpenAIResponseInputMessageContentText'
              title: OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile
            type: object
          - type: 'null'
        version:
          anyOf:
          - type: string
          - type: 'null'
      type: object
      required:
      - id
      title: OpenAIResponsePrompt
      description: OpenAI compatible Prompt object that is used in OpenAI responses.
    OpenAIResponseText:
      properties:
        format:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponseTextFormat'
            title: OpenAIResponseTextFormat
          - type: 'null'
          title: OpenAIResponseTextFormat
      type: object
      title: OpenAIResponseText
      description: Text response configuration for OpenAI responses.
    OpenAIResponseTool:
      discriminator:
        mapping:
          file_search: '#/components/schemas/OpenAIResponseInputToolFileSearch'
          function: '#/components/schemas/OpenAIResponseInputToolFunction'
          mcp: '#/components/schemas/OpenAIResponseToolMCP'
          web_search: '#/components/schemas/OpenAIResponseInputToolWebSearch'
          web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolWebSearch'
          web_search_preview: '#/components/schemas/OpenAIResponseInputToolWebSearch'
          web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolWebSearch'
        propertyName: type
      oneOf:
      - $ref: '#/components/schemas/OpenAIResponseInputToolWebSearch'
        title: OpenAIResponseInputToolWebSearch
      - $ref: '#/components/schemas/OpenAIResponseInputToolFileSearch'
        title: OpenAIResponseInputToolFileSearch
      - $ref: '#/components/schemas/OpenAIResponseInputToolFunction'
        title: OpenAIResponseInputToolFunction
      - $ref: '#/components/schemas/OpenAIResponseToolMCP'
        title: OpenAIResponseToolMCP
      title: OpenAIResponseInputToolWebSearch | ... (4 variants)
    OpenAIResponseToolMCP:
      properties:
        type:
          type: string
          const: mcp
          title: Type
          default: mcp
        server_label:
          type: string
          title: Server Label
        allowed_tools:
          anyOf:
          - items:
              type: string
            type: array
            title: list[string]
          - $ref: '#/components/schemas/AllowedToolsFilter'
            title: AllowedToolsFilter
          - type: 'null'
          title: list[string] | AllowedToolsFilter
      type: object
      required:
      - server_label
      title: OpenAIResponseToolMCP
      description: Model Context Protocol (MCP) tool configuration for OpenAI response object.
    OpenAIResponseUsage:
      properties:
        input_tokens:
          type: integer
          title: Input Tokens
        output_tokens:
          type: integer
          title: Output Tokens
        total_tokens:
          type: integer
          title: Total Tokens
        input_tokens_details:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponseUsageInputTokensDetails'
            title: OpenAIResponseUsageInputTokensDetails
          - type: 'null'
          title: OpenAIResponseUsageInputTokensDetails
        output_tokens_details:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponseUsageOutputTokensDetails'
            title: OpenAIResponseUsageOutputTokensDetails
          - type: 'null'
          title: OpenAIResponseUsageOutputTokensDetails
      type: object
      required:
      - input_tokens
      - output_tokens
      - total_tokens
      title: OpenAIResponseUsage
      description: Usage information for OpenAI response.
    ResponseGuardrailSpec:
      description: Specification for a guardrail to apply during response generation.
      properties:
        type:
          title: Type
          type: string
      required:
      - type
      title: ResponseGuardrailSpec
      type: object
    OpenAIResponseInputTool:
      discriminator:
        mapping:
          file_search: '#/components/schemas/OpenAIResponseInputToolFileSearch'
          function: '#/components/schemas/OpenAIResponseInputToolFunction'
          mcp: '#/components/schemas/OpenAIResponseInputToolMCP'
          web_search: '#/components/schemas/OpenAIResponseInputToolWebSearch'
          web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolWebSearch'
          web_search_preview: '#/components/schemas/OpenAIResponseInputToolWebSearch'
          web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolWebSearch'
        propertyName: type
      oneOf:
      - $ref: '#/components/schemas/OpenAIResponseInputToolWebSearch'
        title: OpenAIResponseInputToolWebSearch
      - $ref: '#/components/schemas/OpenAIResponseInputToolFileSearch'
        title: OpenAIResponseInputToolFileSearch
      - $ref: '#/components/schemas/OpenAIResponseInputToolFunction'
        title: OpenAIResponseInputToolFunction
      - $ref: '#/components/schemas/OpenAIResponseInputToolMCP'
        title: OpenAIResponseInputToolMCP
      title: OpenAIResponseInputToolWebSearch | ... (4 variants)
    OpenAIResponseInputToolMCP:
      properties:
        type:
          type: string
          const: mcp
          title: Type
          default: mcp
        server_label:
          type: string
          title: Server Label
        server_url:
          type: string
          title: Server Url
        headers:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
        authorization:
          anyOf:
          - type: string
          - type: 'null'
        require_approval:
          anyOf:
          - type: string
            const: always
          - type: string
            const: never
          - $ref: '#/components/schemas/ApprovalFilter'
            title: ApprovalFilter
          title: string | ApprovalFilter
          default: never
        allowed_tools:
          anyOf:
          - items:
              type: string
            type: array
            title: list[string]
          - $ref: '#/components/schemas/AllowedToolsFilter'
            title: AllowedToolsFilter
          - type: 'null'
          title: list[string] | AllowedToolsFilter
      type: object
      required:
      - server_label
      - server_url
      title: OpenAIResponseInputToolMCP
      description: Model Context Protocol (MCP) tool configuration for OpenAI response inputs.
    OpenAIResponseObject:
      properties:
        created_at:
          type: integer
          title: Created At
        error:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponseError'
            title: OpenAIResponseError
          - type: 'null'
          title: OpenAIResponseError
        id:
          type: string
          title: Id
        model:
          type: string
          title: Model
        object:
          type: string
          const: response
          title: Object
          default: response
        output:
          items:
            oneOf:
            - $ref: '#/components/schemas/OpenAIResponseMessage-Output'
              title: OpenAIResponseMessage-Output
            - $ref: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
              title: OpenAIResponseOutputMessageWebSearchToolCall
            - $ref: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
              title: OpenAIResponseOutputMessageFileSearchToolCall
            - $ref: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
              title: OpenAIResponseOutputMessageFunctionToolCall
            - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
              title: OpenAIResponseOutputMessageMCPCall
            - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
              title: OpenAIResponseOutputMessageMCPListTools
            - $ref: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
              title: OpenAIResponseMCPApprovalRequest
            discriminator:
              propertyName: type
              mapping:
                file_search_call: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
                function_call: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
                mcp_approval_request: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
                mcp_call: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
                mcp_list_tools: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
                message: '#/components/schemas/OpenAIResponseMessage-Output'
                web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
            title: OpenAIResponseMessage-Output | ... (7 variants)
          type: array
          title: Output
        parallel_tool_calls:
          anyOf:
          - type: boolean
          - type: 'null'
          default: true
        previous_response_id:
          anyOf:
          - type: string
          - type: 'null'
        prompt:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponsePrompt'
            title: OpenAIResponsePrompt
          - type: 'null'
          title: OpenAIResponsePrompt
        status:
          type: string
          title: Status
        temperature:
          anyOf:
          - type: number
          - type: 'null'
        text:
          $ref: '#/components/schemas/OpenAIResponseText'
          default:
            format:
              type: text
        top_p:
          anyOf:
          - type: number
          - type: 'null'
        tools:
          anyOf:
          - items:
              oneOf:
              - $ref: '#/components/schemas/OpenAIResponseInputToolWebSearch'
                title: OpenAIResponseInputToolWebSearch
              - $ref: '#/components/schemas/OpenAIResponseInputToolFileSearch'
                title: OpenAIResponseInputToolFileSearch
              - $ref: '#/components/schemas/OpenAIResponseInputToolFunction'
                title: OpenAIResponseInputToolFunction
              - $ref: '#/components/schemas/OpenAIResponseToolMCP'
                title: OpenAIResponseToolMCP
              discriminator:
                propertyName: type
                mapping:
                  file_search: '#/components/schemas/OpenAIResponseInputToolFileSearch'
                  function: '#/components/schemas/OpenAIResponseInputToolFunction'
                  mcp: '#/components/schemas/OpenAIResponseToolMCP'
                  web_search: '#/components/schemas/OpenAIResponseInputToolWebSearch'
                  web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolWebSearch'
                  web_search_preview: '#/components/schemas/OpenAIResponseInputToolWebSearch'
                  web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolWebSearch'
              title: OpenAIResponseInputToolWebSearch | ... (4 variants)
            type: array
          - type: 'null'
        tool_choice:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
            title: OpenAIResponseInputToolChoiceMode
          - oneOf:
            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
              title: OpenAIResponseInputToolChoiceAllowedTools
            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
              title: OpenAIResponseInputToolChoiceFileSearch
            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
              title: OpenAIResponseInputToolChoiceWebSearch
            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
              title: OpenAIResponseInputToolChoiceFunctionTool
            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
              title: OpenAIResponseInputToolChoiceMCPTool
            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
              title: OpenAIResponseInputToolChoiceCustomTool
            discriminator:
              propertyName: type
              mapping:
                allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
                custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
                file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
                function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
                mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
                web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
                web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
                web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
                web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
            title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
          - type: 'null'
          title: OpenAIResponseInputToolChoiceMode
        truncation:
          anyOf:
          - type: string
          - type: 'null'
        usage:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponseUsage'
            title: OpenAIResponseUsage
          - type: 'null'
          title: OpenAIResponseUsage
        instructions:
          anyOf:
          - type: string
          - type: 'null'
        max_tool_calls:
          anyOf:
          - type: integer
          - type: 'null'
        metadata:
          anyOf:
          - additionalProperties:
              type: string
            type: object
          - type: 'null'
      type: object
      required:
      - created_at
      - id
      - model
      - output
      - status
      title: OpenAIResponseObject
      description: Complete OpenAI response object containing generation results and metadata.
    OpenAIResponseContentPartOutputText:
      description: Text content within a streamed response part.
      properties:
        type:
          const: output_text
          default: output_text
          title: Type
          type: string
        text:
          title: Text
          type: string
        annotations:
          items:
            discriminator:
              mapping:
                container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
                file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
                file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
                url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
              propertyName: type
            oneOf:
            - $ref: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
              title: OpenAIResponseAnnotationFileCitation
            - $ref: '#/components/schemas/OpenAIResponseAnnotationCitation'
              title: OpenAIResponseAnnotationCitation
            - $ref: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
              title: OpenAIResponseAnnotationContainerFileCitation
            - $ref: '#/components/schemas/OpenAIResponseAnnotationFilePath'
              title: OpenAIResponseAnnotationFilePath
            title: OpenAIResponseAnnotationFileCitation | ... (4 variants)
          title: Annotations
          type: array
        logprobs:
          anyOf:
          - items:
              additionalProperties: true
              type: object
            type: array
          - type: 'null'
          nullable: true
      required:
      - text
      title: OpenAIResponseContentPartOutputText
      type: object
    OpenAIResponseContentPartReasoningSummary:
      description: Reasoning summary part in a streamed response.
      properties:
        type:
          const: summary_text
          default: summary_text
          title: Type
          type: string
        text:
          title: Text
          type: string
      required:
      - text
      title: OpenAIResponseContentPartReasoningSummary
      type: object
    OpenAIResponseContentPartReasoningText:
      description: Reasoning text emitted as part of a streamed response.
      properties:
        type:
          const: reasoning_text
          default: reasoning_text
          title: Type
          type: string
        text:
          title: Text
          type: string
      required:
      - text
      title: OpenAIResponseContentPartReasoningText
      type: object
    OpenAIResponseObjectStream:
      discriminator:
        mapping:
          response.completed: '#/components/schemas/OpenAIResponseObjectStreamResponseCompleted'
          response.content_part.added: '#/components/schemas/OpenAIResponseObjectStreamResponseContentPartAdded'
          response.content_part.done: '#/components/schemas/OpenAIResponseObjectStreamResponseContentPartDone'
          response.created: '#/components/schemas/OpenAIResponseObjectStreamResponseCreated'
          response.failed: '#/components/schemas/OpenAIResponseObjectStreamResponseFailed'
          response.file_search_call.completed: '#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallCompleted'
          response.file_search_call.in_progress: '#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallInProgress'
          response.file_search_call.searching: '#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallSearching'
          response.function_call_arguments.delta: '#/components/schemas/OpenAIResponseObjectStreamResponseFunctionCallArgumentsDelta'
          response.function_call_arguments.done: '#/components/schemas/OpenAIResponseObjectStreamResponseFunctionCallArgumentsDone'
          response.in_progress: '#/components/schemas/OpenAIResponseObjectStreamResponseInProgress'
          response.incomplete: '#/components/schemas/OpenAIResponseObjectStreamResponseIncomplete'
          response.mcp_call.arguments.delta: '#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallArgumentsDelta'
          response.mcp_call.arguments.done: '#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallArgumentsDone'
          response.mcp_call.completed: '#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallCompleted'
          response.mcp_call.failed: '#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallFailed'
          response.mcp_call.in_progress: '#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallInProgress'
          response.mcp_list_tools.completed: '#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsCompleted'
          response.mcp_list_tools.failed: '#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsFailed'
          response.mcp_list_tools.in_progress: '#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsInProgress'
          response.output_item.added: '#/components/schemas/OpenAIResponseObjectStreamResponseOutputItemAdded'
          response.output_item.done: '#/components/schemas/OpenAIResponseObjectStreamResponseOutputItemDone'
          response.output_text.annotation.added: '#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextAnnotationAdded'
          response.output_text.delta: '#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextDelta'
          response.output_text.done: '#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextDone'
          response.reasoning_summary_part.added: '#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryPartAdded'
          response.reasoning_summary_part.done: '#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryPartDone'
          response.reasoning_summary_text.delta: '#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryTextDelta'
          response.reasoning_summary_text.done: '#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryTextDone'
          response.reasoning_text.delta: '#/components/schemas/OpenAIResponseObjectStreamResponseReasoningTextDelta'
          response.reasoning_text.done: '#/components/schemas/OpenAIResponseObjectStreamResponseReasoningTextDone'
          response.refusal.delta: '#/components/schemas/OpenAIResponseObjectStreamResponseRefusalDelta'
          response.refusal.done: '#/components/schemas/OpenAIResponseObjectStreamResponseRefusalDone'
          response.web_search_call.completed: '#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallCompleted'
          response.web_search_call.in_progress: '#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallInProgress'
          response.web_search_call.searching: '#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallSearching'
        propertyName: type
      oneOf:
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseCreated'
        title: OpenAIResponseObjectStreamResponseCreated
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseInProgress'
        title: OpenAIResponseObjectStreamResponseInProgress
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseOutputItemAdded'
        title: OpenAIResponseObjectStreamResponseOutputItemAdded
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseOutputItemDone'
        title: OpenAIResponseObjectStreamResponseOutputItemDone
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextDelta'
        title: OpenAIResponseObjectStreamResponseOutputTextDelta
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextDone'
        title: OpenAIResponseObjectStreamResponseOutputTextDone
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseFunctionCallArgumentsDelta'
        title: OpenAIResponseObjectStreamResponseFunctionCallArgumentsDelta
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseFunctionCallArgumentsDone'
        title: OpenAIResponseObjectStreamResponseFunctionCallArgumentsDone
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallInProgress'
        title: OpenAIResponseObjectStreamResponseWebSearchCallInProgress
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallSearching'
        title: OpenAIResponseObjectStreamResponseWebSearchCallSearching
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallCompleted'
        title: OpenAIResponseObjectStreamResponseWebSearchCallCompleted
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsInProgress'
        title: OpenAIResponseObjectStreamResponseMcpListToolsInProgress
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsFailed'
        title: OpenAIResponseObjectStreamResponseMcpListToolsFailed
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsCompleted'
        title: OpenAIResponseObjectStreamResponseMcpListToolsCompleted
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallArgumentsDelta'
        title: OpenAIResponseObjectStreamResponseMcpCallArgumentsDelta
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallArgumentsDone'
        title: OpenAIResponseObjectStreamResponseMcpCallArgumentsDone
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallInProgress'
        title: OpenAIResponseObjectStreamResponseMcpCallInProgress
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallFailed'
        title: OpenAIResponseObjectStreamResponseMcpCallFailed
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallCompleted'
        title: OpenAIResponseObjectStreamResponseMcpCallCompleted
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseContentPartAdded'
        title: OpenAIResponseObjectStreamResponseContentPartAdded
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseContentPartDone'
        title: OpenAIResponseObjectStreamResponseContentPartDone
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseReasoningTextDelta'
        title: OpenAIResponseObjectStreamResponseReasoningTextDelta
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseReasoningTextDone'
        title: OpenAIResponseObjectStreamResponseReasoningTextDone
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryPartAdded'
        title: OpenAIResponseObjectStreamResponseReasoningSummaryPartAdded
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryPartDone'
        title: OpenAIResponseObjectStreamResponseReasoningSummaryPartDone
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryTextDelta'
        title: OpenAIResponseObjectStreamResponseReasoningSummaryTextDelta
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryTextDone'
        title: OpenAIResponseObjectStreamResponseReasoningSummaryTextDone
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseRefusalDelta'
        title: OpenAIResponseObjectStreamResponseRefusalDelta
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseRefusalDone'
        title: OpenAIResponseObjectStreamResponseRefusalDone
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextAnnotationAdded'
        title: OpenAIResponseObjectStreamResponseOutputTextAnnotationAdded
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallInProgress'
        title: OpenAIResponseObjectStreamResponseFileSearchCallInProgress
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallSearching'
        title: OpenAIResponseObjectStreamResponseFileSearchCallSearching
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallCompleted'
        title: OpenAIResponseObjectStreamResponseFileSearchCallCompleted
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseIncomplete'
        title: OpenAIResponseObjectStreamResponseIncomplete
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseFailed'
        title: OpenAIResponseObjectStreamResponseFailed
      - $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseCompleted'
        title: OpenAIResponseObjectStreamResponseCompleted
      title: OpenAIResponseObjectStreamResponseCreated | ... (36 variants)
    OpenAIResponseObjectStreamResponseCompleted:
      description: Streaming event indicating a response has been completed.
      properties:
        response:
          $ref: '#/components/schemas/OpenAIResponseObject'
        type:
          const: response.completed
          default: response.completed
          title: Type
          type: string
      required:
      - response
      title: OpenAIResponseObjectStreamResponseCompleted
      type: object
    OpenAIResponseObjectStreamResponseContentPartAdded:
      description: Streaming event for when a new content part is added to a response item.
      properties:
        content_index:
          title: Content Index
          type: integer
        response_id:
          title: Response Id
          type: string
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        part:
          discriminator:
            mapping:
              output_text: '#/components/schemas/OpenAIResponseContentPartOutputText'
              reasoning_text: '#/components/schemas/OpenAIResponseContentPartReasoningText'
              refusal: '#/components/schemas/OpenAIResponseContentPartRefusal'
            propertyName: type
          oneOf:
          - $ref: '#/components/schemas/OpenAIResponseContentPartOutputText'
            title: OpenAIResponseContentPartOutputText
          - $ref: '#/components/schemas/OpenAIResponseContentPartRefusal'
            title: OpenAIResponseContentPartRefusal
          - $ref: '#/components/schemas/OpenAIResponseContentPartReasoningText'
            title: OpenAIResponseContentPartReasoningText
          title: OpenAIResponseContentPartOutputText | OpenAIResponseContentPartRefusal | OpenAIResponseContentPartReasoningText
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.content_part.added
          default: response.content_part.added
          title: Type
          type: string
      required:
      - content_index
      - response_id
      - item_id
      - output_index
      - part
      - sequence_number
      title: OpenAIResponseObjectStreamResponseContentPartAdded
      type: object
    OpenAIResponseObjectStreamResponseContentPartDone:
      description: Streaming event for when a content part is completed.
      properties:
        content_index:
          title: Content Index
          type: integer
        response_id:
          title: Response Id
          type: string
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        part:
          discriminator:
            mapping:
              output_text: '#/components/schemas/OpenAIResponseContentPartOutputText'
              reasoning_text: '#/components/schemas/OpenAIResponseContentPartReasoningText'
              refusal: '#/components/schemas/OpenAIResponseContentPartRefusal'
            propertyName: type
          oneOf:
          - $ref: '#/components/schemas/OpenAIResponseContentPartOutputText'
            title: OpenAIResponseContentPartOutputText
          - $ref: '#/components/schemas/OpenAIResponseContentPartRefusal'
            title: OpenAIResponseContentPartRefusal
          - $ref: '#/components/schemas/OpenAIResponseContentPartReasoningText'
            title: OpenAIResponseContentPartReasoningText
          title: OpenAIResponseContentPartOutputText | OpenAIResponseContentPartRefusal | OpenAIResponseContentPartReasoningText
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.content_part.done
          default: response.content_part.done
          title: Type
          type: string
      required:
      - content_index
      - response_id
      - item_id
      - output_index
      - part
      - sequence_number
      title: OpenAIResponseObjectStreamResponseContentPartDone
      type: object
    OpenAIResponseObjectStreamResponseCreated:
      description: Streaming event indicating a new response has been created.
      properties:
        response:
          $ref: '#/components/schemas/OpenAIResponseObject'
        type:
          const: response.created
          default: response.created
          title: Type
          type: string
      required:
      - response
      title: OpenAIResponseObjectStreamResponseCreated
      type: object
    OpenAIResponseObjectStreamResponseFailed:
      description: Streaming event emitted when a response fails.
      properties:
        response:
          $ref: '#/components/schemas/OpenAIResponseObject'
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.failed
          default: response.failed
          title: Type
          type: string
      required:
      - response
      - sequence_number
      title: OpenAIResponseObjectStreamResponseFailed
      type: object
    OpenAIResponseObjectStreamResponseFileSearchCallCompleted:
      description: Streaming event for completed file search calls.
      properties:
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.file_search_call.completed
          default: response.file_search_call.completed
          title: Type
          type: string
      required:
      - item_id
      - output_index
      - sequence_number
      title: OpenAIResponseObjectStreamResponseFileSearchCallCompleted
      type: object
    OpenAIResponseObjectStreamResponseFileSearchCallInProgress:
      description: Streaming event for file search calls in progress.
      properties:
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.file_search_call.in_progress
          default: response.file_search_call.in_progress
          title: Type
          type: string
      required:
      - item_id
      - output_index
      - sequence_number
      title: OpenAIResponseObjectStreamResponseFileSearchCallInProgress
      type: object
    OpenAIResponseObjectStreamResponseFileSearchCallSearching:
      description: Streaming event for file search currently searching.
      properties:
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.file_search_call.searching
          default: response.file_search_call.searching
          title: Type
          type: string
      required:
      - item_id
      - output_index
      - sequence_number
      title: OpenAIResponseObjectStreamResponseFileSearchCallSearching
      type: object
    OpenAIResponseObjectStreamResponseFunctionCallArgumentsDelta:
      description: Streaming event for incremental function call argument updates.
      properties:
        delta:
          title: Delta
          type: string
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.function_call_arguments.delta
          default: response.function_call_arguments.delta
          title: Type
          type: string
      required:
      - delta
      - item_id
      - output_index
      - sequence_number
      title: OpenAIResponseObjectStreamResponseFunctionCallArgumentsDelta
      type: object
    OpenAIResponseObjectStreamResponseFunctionCallArgumentsDone:
      description: Streaming event for when function call arguments are completed.
      properties:
        arguments:
          title: Arguments
          type: string
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.function_call_arguments.done
          default: response.function_call_arguments.done
          title: Type
          type: string
      required:
      - arguments
      - item_id
      - output_index
      - sequence_number
      title: OpenAIResponseObjectStreamResponseFunctionCallArgumentsDone
      type: object
    OpenAIResponseObjectStreamResponseInProgress:
      description: Streaming event indicating the response remains in progress.
      properties:
        response:
          $ref: '#/components/schemas/OpenAIResponseObject'
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.in_progress
          default: response.in_progress
          title: Type
          type: string
      required:
      - response
      - sequence_number
      title: OpenAIResponseObjectStreamResponseInProgress
      type: object
    OpenAIResponseObjectStreamResponseIncomplete:
      description: Streaming event emitted when a response ends in an incomplete state.
      properties:
        response:
          $ref: '#/components/schemas/OpenAIResponseObject'
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.incomplete
          default: response.incomplete
          title: Type
          type: string
      required:
      - response
      - sequence_number
      title: OpenAIResponseObjectStreamResponseIncomplete
      type: object
    OpenAIResponseObjectStreamResponseMcpCallArgumentsDelta:
      properties:
        delta:
          title: Delta
          type: string
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.mcp_call.arguments.delta
          default: response.mcp_call.arguments.delta
          title: Type
          type: string
      required:
      - delta
      - item_id
      - output_index
      - sequence_number
      title: OpenAIResponseObjectStreamResponseMcpCallArgumentsDelta
      type: object
    OpenAIResponseObjectStreamResponseMcpCallArgumentsDone:
      properties:
        arguments:
          title: Arguments
          type: string
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.mcp_call.arguments.done
          default: response.mcp_call.arguments.done
          title: Type
          type: string
      required:
      - arguments
      - item_id
      - output_index
      - sequence_number
      title: OpenAIResponseObjectStreamResponseMcpCallArgumentsDone
      type: object
    OpenAIResponseObjectStreamResponseMcpCallCompleted:
      description: Streaming event for completed MCP calls.
      properties:
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.mcp_call.completed
          default: response.mcp_call.completed
          title: Type
          type: string
      required:
      - sequence_number
      title: OpenAIResponseObjectStreamResponseMcpCallCompleted
      type: object
    OpenAIResponseObjectStreamResponseMcpCallFailed:
      description: Streaming event for failed MCP calls.
      properties:
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.mcp_call.failed
          default: response.mcp_call.failed
          title: Type
          type: string
      required:
      - sequence_number
      title: OpenAIResponseObjectStreamResponseMcpCallFailed
      type: object
    OpenAIResponseObjectStreamResponseMcpCallInProgress:
      description: Streaming event for MCP calls in progress.
      properties:
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.mcp_call.in_progress
          default: response.mcp_call.in_progress
          title: Type
          type: string
      required:
      - item_id
      - output_index
      - sequence_number
      title: OpenAIResponseObjectStreamResponseMcpCallInProgress
      type: object
    OpenAIResponseObjectStreamResponseMcpListToolsCompleted:
      properties:
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.mcp_list_tools.completed
          default: response.mcp_list_tools.completed
          title: Type
          type: string
      required:
      - sequence_number
      title: OpenAIResponseObjectStreamResponseMcpListToolsCompleted
      type: object
    OpenAIResponseObjectStreamResponseMcpListToolsFailed:
      properties:
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.mcp_list_tools.failed
          default: response.mcp_list_tools.failed
          title: Type
          type: string
      required:
      - sequence_number
      title: OpenAIResponseObjectStreamResponseMcpListToolsFailed
      type: object
    OpenAIResponseObjectStreamResponseMcpListToolsInProgress:
      properties:
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.mcp_list_tools.in_progress
          default: response.mcp_list_tools.in_progress
          title: Type
          type: string
      required:
      - sequence_number
      title: OpenAIResponseObjectStreamResponseMcpListToolsInProgress
      type: object
    OpenAIResponseObjectStreamResponseOutputItemAdded:
      description: Streaming event for when a new output item is added to the response.
      properties:
        response_id:
          title: Response Id
          type: string
        item:
          discriminator:
            mapping:
              file_search_call: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
              function_call: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
              mcp_approval_request: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
              mcp_call: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
              mcp_list_tools: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
              message: '#/components/schemas/OpenAIResponseMessage'
              web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
            propertyName: type
          oneOf:
          - $ref: '#/components/schemas/OpenAIResponseMessage'
            title: OpenAIResponseMessage
          - $ref: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
            title: OpenAIResponseOutputMessageWebSearchToolCall
          - $ref: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
            title: OpenAIResponseOutputMessageFileSearchToolCall
          - $ref: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
            title: OpenAIResponseOutputMessageFunctionToolCall
          - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
            title: OpenAIResponseOutputMessageMCPCall
          - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
            title: OpenAIResponseOutputMessageMCPListTools
          - $ref: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
            title: OpenAIResponseMCPApprovalRequest
          title: OpenAIResponseMessage | ... (7 variants)
        output_index:
          title: Output Index
          type: integer
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.output_item.added
          default: response.output_item.added
          title: Type
          type: string
      required:
      - response_id
      - item
      - output_index
      - sequence_number
      title: OpenAIResponseObjectStreamResponseOutputItemAdded
      type: object
    OpenAIResponseObjectStreamResponseOutputItemDone:
      description: Streaming event for when an output item is completed.
      properties:
        response_id:
          title: Response Id
          type: string
        item:
          discriminator:
            mapping:
              file_search_call: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
              function_call: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
              mcp_approval_request: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
              mcp_call: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
              mcp_list_tools: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
              message: '#/components/schemas/OpenAIResponseMessage'
              web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
            propertyName: type
          oneOf:
          - $ref: '#/components/schemas/OpenAIResponseMessage'
            title: OpenAIResponseMessage
          - $ref: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
            title: OpenAIResponseOutputMessageWebSearchToolCall
          - $ref: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
            title: OpenAIResponseOutputMessageFileSearchToolCall
          - $ref: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
            title: OpenAIResponseOutputMessageFunctionToolCall
          - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
            title: OpenAIResponseOutputMessageMCPCall
          - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
            title: OpenAIResponseOutputMessageMCPListTools
          - $ref: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
            title: OpenAIResponseMCPApprovalRequest
          title: OpenAIResponseMessage | ... (7 variants)
        output_index:
          title: Output Index
          type: integer
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.output_item.done
          default: response.output_item.done
          title: Type
          type: string
      required:
      - response_id
      - item
      - output_index
      - sequence_number
      title: OpenAIResponseObjectStreamResponseOutputItemDone
      type: object
    OpenAIResponseObjectStreamResponseOutputTextAnnotationAdded:
      description: Streaming event for when an annotation is added to output text.
      properties:
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        content_index:
          title: Content Index
          type: integer
        annotation_index:
          title: Annotation Index
          type: integer
        annotation:
          discriminator:
            mapping:
              container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
              file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
              file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
              url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
            propertyName: type
          oneOf:
          - $ref: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
            title: OpenAIResponseAnnotationFileCitation
          - $ref: '#/components/schemas/OpenAIResponseAnnotationCitation'
            title: OpenAIResponseAnnotationCitation
          - $ref: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
            title: OpenAIResponseAnnotationContainerFileCitation
          - $ref: '#/components/schemas/OpenAIResponseAnnotationFilePath'
            title: OpenAIResponseAnnotationFilePath
          title: OpenAIResponseAnnotationFileCitation | ... (4 variants)
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.output_text.annotation.added
          default: response.output_text.annotation.added
          title: Type
          type: string
      required:
      - item_id
      - output_index
      - content_index
      - annotation_index
      - annotation
      - sequence_number
      title: OpenAIResponseObjectStreamResponseOutputTextAnnotationAdded
      type: object
    OpenAIResponseObjectStreamResponseOutputTextDelta:
      description: Streaming event for incremental text content updates.
      properties:
        content_index:
          title: Content Index
          type: integer
        delta:
          title: Delta
          type: string
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.output_text.delta
          default: response.output_text.delta
          title: Type
          type: string
      required:
      - content_index
      - delta
      - item_id
      - output_index
      - sequence_number
      title: OpenAIResponseObjectStreamResponseOutputTextDelta
      type: object
    OpenAIResponseObjectStreamResponseOutputTextDone:
      description: Streaming event for when text output is completed.
      properties:
        content_index:
          title: Content Index
          type: integer
        text:
          title: Text
          type: string
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.output_text.done
          default: response.output_text.done
          title: Type
          type: string
      required:
      - content_index
      - text
      - item_id
      - output_index
      - sequence_number
      title: OpenAIResponseObjectStreamResponseOutputTextDone
      type: object
    OpenAIResponseObjectStreamResponseReasoningSummaryPartAdded:
      description: Streaming event for when a new reasoning summary part is added.
      properties:
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        part:
          $ref: '#/components/schemas/OpenAIResponseContentPartReasoningSummary'
        sequence_number:
          title: Sequence Number
          type: integer
        summary_index:
          title: Summary Index
          type: integer
        type:
          const: response.reasoning_summary_part.added
          default: response.reasoning_summary_part.added
          title: Type
          type: string
      required:
      - item_id
      - output_index
      - part
      - sequence_number
      - summary_index
      title: OpenAIResponseObjectStreamResponseReasoningSummaryPartAdded
      type: object
    OpenAIResponseObjectStreamResponseReasoningSummaryPartDone:
      description: Streaming event for when a reasoning summary part is completed.
      properties:
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        part:
          $ref: '#/components/schemas/OpenAIResponseContentPartReasoningSummary'
        sequence_number:
          title: Sequence Number
          type: integer
        summary_index:
          title: Summary Index
          type: integer
        type:
          const: response.reasoning_summary_part.done
          default: response.reasoning_summary_part.done
          title: Type
          type: string
      required:
      - item_id
      - output_index
      - part
      - sequence_number
      - summary_index
      title: OpenAIResponseObjectStreamResponseReasoningSummaryPartDone
      type: object
    OpenAIResponseObjectStreamResponseReasoningSummaryTextDelta:
      description: Streaming event for incremental reasoning summary text updates.
      properties:
        delta:
          title: Delta
          type: string
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        sequence_number:
          title: Sequence Number
          type: integer
        summary_index:
          title: Summary Index
          type: integer
        type:
          const: response.reasoning_summary_text.delta
          default: response.reasoning_summary_text.delta
          title: Type
          type: string
      required:
      - delta
      - item_id
      - output_index
      - sequence_number
      - summary_index
      title: OpenAIResponseObjectStreamResponseReasoningSummaryTextDelta
      type: object
    OpenAIResponseObjectStreamResponseReasoningSummaryTextDone:
      description: Streaming event for when reasoning summary text is completed.
      properties:
        text:
          title: Text
          type: string
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        sequence_number:
          title: Sequence Number
          type: integer
        summary_index:
          title: Summary Index
          type: integer
        type:
          const: response.reasoning_summary_text.done
          default: response.reasoning_summary_text.done
          title: Type
          type: string
      required:
      - text
      - item_id
      - output_index
      - sequence_number
      - summary_index
      title: OpenAIResponseObjectStreamResponseReasoningSummaryTextDone
      type: object
    OpenAIResponseObjectStreamResponseReasoningTextDelta:
      description: Streaming event for incremental reasoning text updates.
      properties:
        content_index:
          title: Content Index
          type: integer
        delta:
          title: Delta
          type: string
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.reasoning_text.delta
          default: response.reasoning_text.delta
          title: Type
          type: string
      required:
      - content_index
      - delta
      - item_id
      - output_index
      - sequence_number
      title: OpenAIResponseObjectStreamResponseReasoningTextDelta
      type: object
    OpenAIResponseObjectStreamResponseReasoningTextDone:
      description: Streaming event for when reasoning text is completed.
      properties:
        content_index:
          title: Content Index
          type: integer
        text:
          title: Text
          type: string
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.reasoning_text.done
          default: response.reasoning_text.done
          title: Type
          type: string
      required:
      - content_index
      - text
      - item_id
      - output_index
      - sequence_number
      title: OpenAIResponseObjectStreamResponseReasoningTextDone
      type: object
    OpenAIResponseObjectStreamResponseRefusalDelta:
      description: Streaming event for incremental refusal text updates.
      properties:
        content_index:
          title: Content Index
          type: integer
        delta:
          title: Delta
          type: string
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.refusal.delta
          default: response.refusal.delta
          title: Type
          type: string
      required:
      - content_index
      - delta
      - item_id
      - output_index
      - sequence_number
      title: OpenAIResponseObjectStreamResponseRefusalDelta
      type: object
    OpenAIResponseObjectStreamResponseRefusalDone:
      description: Streaming event for when refusal text is completed.
      properties:
        content_index:
          title: Content Index
          type: integer
        refusal:
          title: Refusal
          type: string
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.refusal.done
          default: response.refusal.done
          title: Type
          type: string
      required:
      - content_index
      - refusal
      - item_id
      - output_index
      - sequence_number
      title: OpenAIResponseObjectStreamResponseRefusalDone
      type: object
    OpenAIResponseObjectStreamResponseWebSearchCallCompleted:
      description: Streaming event for completed web search calls.
      properties:
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.web_search_call.completed
          default: response.web_search_call.completed
          title: Type
          type: string
      required:
      - item_id
      - output_index
      - sequence_number
      title: OpenAIResponseObjectStreamResponseWebSearchCallCompleted
      type: object
    OpenAIResponseObjectStreamResponseWebSearchCallInProgress:
      description: Streaming event for web search calls in progress.
      properties:
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.web_search_call.in_progress
          default: response.web_search_call.in_progress
          title: Type
          type: string
      required:
      - item_id
      - output_index
      - sequence_number
      title: OpenAIResponseObjectStreamResponseWebSearchCallInProgress
      type: object
    OpenAIResponseObjectStreamResponseWebSearchCallSearching:
      properties:
        item_id:
          title: Item Id
          type: string
        output_index:
          title: Output Index
          type: integer
        sequence_number:
          title: Sequence Number
          type: integer
        type:
          const: response.web_search_call.searching
          default: response.web_search_call.searching
          title: Type
          type: string
      required:
      - item_id
      - output_index
      - sequence_number
      title: OpenAIResponseObjectStreamResponseWebSearchCallSearching
      type: object
    OpenAIDeleteResponseObject:
      properties:
        id:
          type: string
          title: Id
        object:
          type: string
          const: response
          title: Object
          default: response
        deleted:
          type: boolean
          title: Deleted
          default: true
      type: object
      required:
      - id
      title: OpenAIDeleteResponseObject
      description: Response object confirming deletion of an OpenAI response.
    ListOpenAIResponseInputItem:
      properties:
        data:
          items:
            anyOf:
            - oneOf:
              - $ref: '#/components/schemas/OpenAIResponseMessage-Output'
                title: OpenAIResponseMessage-Output
              - $ref: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
                title: OpenAIResponseOutputMessageWebSearchToolCall
              - $ref: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
                title: OpenAIResponseOutputMessageFileSearchToolCall
              - $ref: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
                title: OpenAIResponseOutputMessageFunctionToolCall
              - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
                title: OpenAIResponseOutputMessageMCPCall
              - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
                title: OpenAIResponseOutputMessageMCPListTools
              - $ref: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
                title: OpenAIResponseMCPApprovalRequest
              discriminator:
                propertyName: type
                mapping:
                  file_search_call: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
                  function_call: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
                  mcp_approval_request: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
                  mcp_call: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
                  mcp_list_tools: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
                  message: '#/components/schemas/OpenAIResponseMessage-Output'
                  web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
              title: OpenAIResponseMessage-Output | ... (7 variants)
            - $ref: '#/components/schemas/OpenAIResponseInputFunctionToolCallOutput'
              title: OpenAIResponseInputFunctionToolCallOutput
            - $ref: '#/components/schemas/OpenAIResponseMCPApprovalResponse'
              title: OpenAIResponseMCPApprovalResponse
            - $ref: '#/components/schemas/OpenAIResponseMessage-Output'
              title: OpenAIResponseMessage-Output
            title: OpenAIResponseInputFunctionToolCallOutput | OpenAIResponseMCPApprovalResponse | OpenAIResponseMessage-Output
          type: array
          title: Data
        object:
          type: string
          const: list
          title: Object
          default: list
      type: object
      required:
      - data
      title: ListOpenAIResponseInputItem
      description: List container for OpenAI response input items.
    RunShieldResponse:
      properties:
        violation:
          anyOf:
          - $ref: '#/components/schemas/SafetyViolation'
            title: SafetyViolation
          - type: 'null'
          title: SafetyViolation
      type: object
      title: RunShieldResponse
      description: Response from running a safety shield.
    SafetyViolation:
      properties:
        violation_level:
          $ref: '#/components/schemas/ViolationLevel'
        user_message:
          anyOf:
          - type: string
          - type: 'null'
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
      type: object
      required:
      - violation_level
      title: SafetyViolation
      description: Details of a safety violation detected by content moderation.
    ViolationLevel:
      type: string
      enum:
      - info
      - warn
      - error
      title: ViolationLevel
      description: Severity level of a safety violation.
    AggregationFunctionType:
      type: string
      enum:
      - average
      - weighted_average
      - median
      - categorical_count
      - accuracy
      title: AggregationFunctionType
      description: Types of aggregation functions for scoring results.
    ArrayType:
      properties:
        type:
          type: string
          const: array
          title: Type
          default: array
      type: object
      title: ArrayType
      description: Parameter type for array values.
    BasicScoringFnParams:
      properties:
        type:
          type: string
          const: basic
          title: Type
          default: basic
        aggregation_functions:
          items:
            $ref: '#/components/schemas/AggregationFunctionType'
          type: array
          title: Aggregation Functions
          description: Aggregation functions to apply to the scores of each row
      type: object
      title: BasicScoringFnParams
      description: Parameters for basic scoring function configuration.
    BooleanType:
      properties:
        type:
          type: string
          const: boolean
          title: Type
          default: boolean
      type: object
      title: BooleanType
      description: Parameter type for boolean values.
    ChatCompletionInputType:
      properties:
        type:
          type: string
          const: chat_completion_input
          title: Type
          default: chat_completion_input
      type: object
      title: ChatCompletionInputType
      description: Parameter type for chat completion input.
    CompletionInputType:
      properties:
        type:
          type: string
          const: completion_input
          title: Type
          default: completion_input
      type: object
      title: CompletionInputType
      description: Parameter type for completion input.
    JsonType:
      properties:
        type:
          type: string
          const: json
          title: Type
          default: json
      type: object
      title: JsonType
      description: Parameter type for JSON values.
    LLMAsJudgeScoringFnParams:
      properties:
        type:
          type: string
          const: llm_as_judge
          title: Type
          default: llm_as_judge
        judge_model:
          type: string
          title: Judge Model
        prompt_template:
          anyOf:
          - type: string
          - type: 'null'
        judge_score_regexes:
          items:
            type: string
          type: array
          title: Judge Score Regexes
          description: Regexes to extract the answer from generated response
        aggregation_functions:
          items:
            $ref: '#/components/schemas/AggregationFunctionType'
          type: array
          title: Aggregation Functions
          description: Aggregation functions to apply to the scores of each row
      type: object
      required:
      - judge_model
      title: LLMAsJudgeScoringFnParams
      description: Parameters for LLM-as-judge scoring function configuration.
    NumberType:
      properties:
        type:
          type: string
          const: number
          title: Type
          default: number
      type: object
      title: NumberType
      description: Parameter type for numeric values.
    ObjectType:
      properties:
        type:
          type: string
          const: object
          title: Type
          default: object
      type: object
      title: ObjectType
      description: Parameter type for object values.
    RegexParserScoringFnParams:
      properties:
        type:
          type: string
          const: regex_parser
          title: Type
          default: regex_parser
        parsing_regexes:
          items:
            type: string
          type: array
          title: Parsing Regexes
          description: Regex to extract the answer from generated response
        aggregation_functions:
          items:
            $ref: '#/components/schemas/AggregationFunctionType'
          type: array
          title: Aggregation Functions
          description: Aggregation functions to apply to the scores of each row
      type: object
      title: RegexParserScoringFnParams
      description: Parameters for regex parser scoring function configuration.
    ScoringFn:
      properties:
        identifier:
          type: string
          title: Identifier
          description: Unique identifier for this resource in llama stack
        provider_resource_id:
          anyOf:
          - type: string
          - type: 'null'
          description: Unique identifier for this resource in the provider
        provider_id:
          type: string
          title: Provider Id
          description: ID of the provider that owns this resource
        type:
          type: string
          const: scoring_function
          title: Type
          default: scoring_function
        description:
          anyOf:
          - type: string
          - type: 'null'
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
          description: Any additional metadata for this definition
        return_type:
          oneOf:
          - $ref: '#/components/schemas/StringType'
            title: StringType
          - $ref: '#/components/schemas/NumberType'
            title: NumberType
          - $ref: '#/components/schemas/BooleanType'
            title: BooleanType
          - $ref: '#/components/schemas/ArrayType'
            title: ArrayType
          - $ref: '#/components/schemas/ObjectType'
            title: ObjectType
          - $ref: '#/components/schemas/JsonType'
            title: JsonType
          - $ref: '#/components/schemas/UnionType'
            title: UnionType
          - $ref: '#/components/schemas/ChatCompletionInputType'
            title: ChatCompletionInputType
          - $ref: '#/components/schemas/CompletionInputType'
            title: CompletionInputType
          title: StringType | ... (9 variants)
          description: The return type of the deterministic function
          discriminator:
            propertyName: type
            mapping:
              array: '#/components/schemas/ArrayType'
              boolean: '#/components/schemas/BooleanType'
              chat_completion_input: '#/components/schemas/ChatCompletionInputType'
              completion_input: '#/components/schemas/CompletionInputType'
              json: '#/components/schemas/JsonType'
              number: '#/components/schemas/NumberType'
              object: '#/components/schemas/ObjectType'
              string: '#/components/schemas/StringType'
              union: '#/components/schemas/UnionType'
        params:
          anyOf:
          - oneOf:
            - $ref: '#/components/schemas/LLMAsJudgeScoringFnParams'
              title: LLMAsJudgeScoringFnParams
            - $ref: '#/components/schemas/RegexParserScoringFnParams'
              title: RegexParserScoringFnParams
            - $ref: '#/components/schemas/BasicScoringFnParams'
              title: BasicScoringFnParams
            discriminator:
              propertyName: type
              mapping:
                basic: '#/components/schemas/BasicScoringFnParams'
                llm_as_judge: '#/components/schemas/LLMAsJudgeScoringFnParams'
                regex_parser: '#/components/schemas/RegexParserScoringFnParams'
            title: LLMAsJudgeScoringFnParams | RegexParserScoringFnParams | BasicScoringFnParams
          - type: 'null'
          title: Params
          description: The parameters for the scoring function for benchmark eval, these can be overridden for app eval
      type: object
      required:
      - identifier
      - provider_id
      - return_type
      title: ScoringFn
      description: A scoring function resource for evaluating model outputs.
    ScoringFnParams:
      discriminator:
        mapping:
          basic: '#/components/schemas/BasicScoringFnParams'
          llm_as_judge: '#/components/schemas/LLMAsJudgeScoringFnParams'
          regex_parser: '#/components/schemas/RegexParserScoringFnParams'
        propertyName: type
      oneOf:
      - $ref: '#/components/schemas/LLMAsJudgeScoringFnParams'
        title: LLMAsJudgeScoringFnParams
      - $ref: '#/components/schemas/RegexParserScoringFnParams'
        title: RegexParserScoringFnParams
      - $ref: '#/components/schemas/BasicScoringFnParams'
        title: BasicScoringFnParams
      title: LLMAsJudgeScoringFnParams | RegexParserScoringFnParams | BasicScoringFnParams
    ScoringFnParamsType:
      description: Types of scoring function parameter configurations.
      enum:
      - llm_as_judge
      - regex_parser
      - basic
      title: ScoringFnParamsType
      type: string
    StringType:
      properties:
        type:
          type: string
          const: string
          title: Type
          default: string
      type: object
      title: StringType
      description: Parameter type for string values.
    UnionType:
      properties:
        type:
          type: string
          const: union
          title: Type
          default: union
      type: object
      title: UnionType
      description: Parameter type for union values.
    ListScoringFunctionsResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/ScoringFn'
          type: array
          title: Data
      type: object
      required:
      - data
      title: ListScoringFunctionsResponse
    ScoreResponse:
      properties:
        results:
          additionalProperties:
            $ref: '#/components/schemas/ScoringResult'
          type: object
          title: Results
      type: object
      required:
      - results
      title: ScoreResponse
      description: The response from scoring.
    ScoringResult:
      properties:
        score_rows:
          items:
            additionalProperties: true
            type: object
          type: array
          title: Score Rows
        aggregated_results:
          additionalProperties: true
          type: object
          title: Aggregated Results
      type: object
      required:
      - score_rows
      - aggregated_results
      title: ScoringResult
      description: A scoring result for a single row.
    ScoreBatchResponse:
      properties:
        dataset_id:
          anyOf:
          - type: string
          - type: 'null'
        results:
          additionalProperties:
            $ref: '#/components/schemas/ScoringResult'
          type: object
          title: Results
      type: object
      required:
      - results
      title: ScoreBatchResponse
      description: Response from batch scoring operations on datasets.
    Shield:
      properties:
        identifier:
          type: string
          title: Identifier
          description: Unique identifier for this resource in llama stack
        provider_resource_id:
          anyOf:
          - type: string
          - type: 'null'
          description: Unique identifier for this resource in the provider
        provider_id:
          type: string
          title: Provider Id
          description: ID of the provider that owns this resource
        type:
          type: string
          const: shield
          title: Type
          default: shield
        params:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
      type: object
      required:
      - identifier
      - provider_id
      title: Shield
      description: A safety shield resource that can be used to check content.
    ListShieldsResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/Shield'
          type: array
          title: Data
      type: object
      required:
      - data
      title: ListShieldsResponse
    ImageContentItem:
      description: A image content item
      properties:
        type:
          const: image
          default: image
          title: Type
          type: string
        image:
          $ref: '#/components/schemas/_URLOrData'
      required:
      - image
      title: ImageContentItem
      type: object
    InterleavedContent:
      anyOf:
      - type: string
      - discriminator:
          mapping:
            image: '#/components/schemas/ImageContentItem'
            text: '#/components/schemas/TextContentItem'
          propertyName: type
        oneOf:
        - $ref: '#/components/schemas/ImageContentItem'
          title: ImageContentItem
        - $ref: '#/components/schemas/TextContentItem'
          title: TextContentItem
        title: ImageContentItem | TextContentItem
      - items:
          discriminator:
            mapping:
              image: '#/components/schemas/ImageContentItem'
              text: '#/components/schemas/TextContentItem'
            propertyName: type
          oneOf:
          - $ref: '#/components/schemas/ImageContentItem'
            title: ImageContentItem
          - $ref: '#/components/schemas/TextContentItem'
            title: TextContentItem
          title: ImageContentItem | TextContentItem
        type: array
        title: list[ImageContentItem | TextContentItem]
      title: string | list[ImageContentItem | TextContentItem]
    InterleavedContentItem:
      discriminator:
        mapping:
          image: '#/components/schemas/ImageContentItem'
          text: '#/components/schemas/TextContentItem'
        propertyName: type
      oneOf:
      - $ref: '#/components/schemas/ImageContentItem'
        title: ImageContentItem
      - $ref: '#/components/schemas/TextContentItem'
        title: TextContentItem
      title: ImageContentItem | TextContentItem
    TextContentItem:
      properties:
        type:
          type: string
          const: text
          title: Type
          default: text
        text:
          type: string
          title: Text
      type: object
      required:
      - text
      title: TextContentItem
      description: A text content item
    ToolInvocationResult:
      properties:
        content:
          anyOf:
          - type: string
          - oneOf:
            - $ref: '#/components/schemas/ImageContentItem-Output'
              title: ImageContentItem-Output
            - $ref: '#/components/schemas/TextContentItem'
              title: TextContentItem
            discriminator:
              propertyName: type
              mapping:
                image: '#/components/schemas/ImageContentItem-Output'
                text: '#/components/schemas/TextContentItem'
            title: ImageContentItem-Output | TextContentItem
          - items:
              oneOf:
              - $ref: '#/components/schemas/ImageContentItem-Output'
                title: ImageContentItem-Output
              - $ref: '#/components/schemas/TextContentItem'
                title: TextContentItem
              discriminator:
                propertyName: type
                mapping:
                  image: '#/components/schemas/ImageContentItem-Output'
                  text: '#/components/schemas/TextContentItem'
              title: ImageContentItem-Output | TextContentItem
            type: array
            title: list[ImageContentItem-Output | TextContentItem]
          - type: 'null'
          title: string | list[ImageContentItem-Output | TextContentItem]
        error_message:
          anyOf:
          - type: string
          - type: 'null'
        error_code:
          anyOf:
          - type: integer
          - type: 'null'
        metadata:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
      type: object
      title: ToolInvocationResult
      description: Result of a tool invocation.
    URL:
      properties:
        uri:
          type: string
          title: Uri
      type: object
      required:
      - uri
      title: URL
      description: A URL reference to external content.
    ToolDef:
      properties:
        toolgroup_id:
          anyOf:
          - type: string
          - type: 'null'
        name:
          type: string
          title: Name
        description:
          anyOf:
          - type: string
          - type: 'null'
        input_schema:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
        output_schema:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
        metadata:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
      type: object
      required:
      - name
      title: ToolDef
      description: Tool definition used in runtime contexts.
    ListToolDefsResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/ToolDef'
          type: array
          title: Data
      type: object
      required:
      - data
      title: ListToolDefsResponse
      description: Response containing a list of tool definitions.
    ToolGroup:
      properties:
        identifier:
          type: string
          title: Identifier
          description: Unique identifier for this resource in llama stack
        provider_resource_id:
          anyOf:
          - type: string
          - type: 'null'
          description: Unique identifier for this resource in the provider
        provider_id:
          type: string
          title: Provider Id
          description: ID of the provider that owns this resource
        type:
          type: string
          const: tool_group
          title: Type
          default: tool_group
        mcp_endpoint:
          anyOf:
          - $ref: '#/components/schemas/URL'
            title: URL
          - type: 'null'
          title: URL
        args:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
      type: object
      required:
      - identifier
      - provider_id
      title: ToolGroup
      description: A group of related tools managed together.
    ListToolGroupsResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/ToolGroup'
          type: array
          title: Data
      type: object
      required:
      - data
      title: ListToolGroupsResponse
      description: Response containing a list of tool groups.
    Chunk:
      description: A chunk of content that can be inserted into a vector database.
      properties:
        content:
          anyOf:
          - type: string
          - discriminator:
              mapping:
                image: '#/components/schemas/ImageContentItem'
                text: '#/components/schemas/TextContentItem'
              propertyName: type
            oneOf:
            - $ref: '#/components/schemas/ImageContentItem'
              title: ImageContentItem
            - $ref: '#/components/schemas/TextContentItem'
              title: TextContentItem
            title: ImageContentItem | TextContentItem
          - items:
              discriminator:
                mapping:
                  image: '#/components/schemas/ImageContentItem'
                  text: '#/components/schemas/TextContentItem'
                propertyName: type
              oneOf:
              - $ref: '#/components/schemas/ImageContentItem'
                title: ImageContentItem
              - $ref: '#/components/schemas/TextContentItem'
                title: TextContentItem
              title: ImageContentItem | TextContentItem
            type: array
            title: list[ImageContentItem | TextContentItem]
          title: string | list[ImageContentItem | TextContentItem]
        chunk_id:
          title: Chunk Id
          type: string
        metadata:
          additionalProperties: true
          title: Metadata
          type: object
        embedding:
          anyOf:
          - items:
              type: number
            type: array
          - type: 'null'
          nullable: true
        chunk_metadata:
          anyOf:
          - $ref: '#/components/schemas/ChunkMetadata'
            title: ChunkMetadata
          - type: 'null'
          nullable: true
          title: ChunkMetadata
      required:
      - content
      - chunk_id
      title: Chunk
      type: object
    ChunkMetadata:
      properties:
        chunk_id:
          anyOf:
          - type: string
          - type: 'null'
        document_id:
          anyOf:
          - type: string
          - type: 'null'
        source:
          anyOf:
          - type: string
          - type: 'null'
        created_timestamp:
          anyOf:
          - type: integer
          - type: 'null'
        updated_timestamp:
          anyOf:
          - type: integer
          - type: 'null'
        chunk_window:
          anyOf:
          - type: string
          - type: 'null'
        chunk_tokenizer:
          anyOf:
          - type: string
          - type: 'null'
        chunk_embedding_model:
          anyOf:
          - type: string
          - type: 'null'
        chunk_embedding_dimension:
          anyOf:
          - type: integer
          - type: 'null'
        content_token_count:
          anyOf:
          - type: integer
          - type: 'null'
        metadata_token_count:
          anyOf:
          - type: integer
          - type: 'null'
      type: object
      title: ChunkMetadata
      description: |-
        `ChunkMetadata` is backend metadata for a `Chunk` that is used to store additional information about the chunk that
            will not be used in the context during inference, but is required for backend functionality. The `ChunkMetadata`
            is set during chunk creation in `MemoryToolRuntimeImpl().insert()`and is not expected to change after.
            Use `Chunk.metadata` for metadata that will be used in the context during inference.
    QueryChunksResponse:
      properties:
        chunks:
          items:
            $ref: '#/components/schemas/Chunk-Output'
          type: array
          title: Chunks
        scores:
          items:
            type: number
          type: array
          title: Scores
      type: object
      required:
      - chunks
      - scores
      title: QueryChunksResponse
      description: Response from querying chunks in a vector database.
    VectorStoreFileCounts:
      properties:
        completed:
          type: integer
          title: Completed
        cancelled:
          type: integer
          title: Cancelled
        failed:
          type: integer
          title: Failed
        in_progress:
          type: integer
          title: In Progress
        total:
          type: integer
          title: Total
      type: object
      required:
      - completed
      - cancelled
      - failed
      - in_progress
      - total
      title: VectorStoreFileCounts
      description: File processing status counts for a vector store.
    VectorStoreListResponse:
      properties:
        object:
          type: string
          title: Object
          default: list
        data:
          items:
            $ref: '#/components/schemas/VectorStoreObject'
          type: array
          title: Data
        first_id:
          anyOf:
          - type: string
          - type: 'null'
        last_id:
          anyOf:
          - type: string
          - type: 'null'
        has_more:
          type: boolean
          title: Has More
          default: false
      type: object
      required:
      - data
      title: VectorStoreListResponse
      description: Response from listing vector stores.
    VectorStoreObject:
      properties:
        id:
          type: string
          title: Id
        object:
          type: string
          title: Object
          default: vector_store
        created_at:
          type: integer
          title: Created At
        name:
          anyOf:
          - type: string
          - type: 'null'
        usage_bytes:
          type: integer
          title: Usage Bytes
          default: 0
        file_counts:
          $ref: '#/components/schemas/VectorStoreFileCounts'
        status:
          type: string
          title: Status
          default: completed
        expires_after:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
        expires_at:
          anyOf:
          - type: integer
          - type: 'null'
        last_active_at:
          anyOf:
          - type: integer
          - type: 'null'
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
      type: object
      required:
      - id
      - created_at
      - file_counts
      title: VectorStoreObject
      description: OpenAI Vector Store object.
    VectorStoreChunkingStrategy:
      discriminator:
        mapping:
          auto: '#/components/schemas/VectorStoreChunkingStrategyAuto'
          static: '#/components/schemas/VectorStoreChunkingStrategyStatic'
        propertyName: type
      oneOf:
      - $ref: '#/components/schemas/VectorStoreChunkingStrategyAuto'
        title: VectorStoreChunkingStrategyAuto
      - $ref: '#/components/schemas/VectorStoreChunkingStrategyStatic'
        title: VectorStoreChunkingStrategyStatic
      title: VectorStoreChunkingStrategyAuto | VectorStoreChunkingStrategyStatic
    VectorStoreChunkingStrategyAuto:
      properties:
        type:
          type: string
          const: auto
          title: Type
          default: auto
      type: object
      title: VectorStoreChunkingStrategyAuto
      description: Automatic chunking strategy for vector store files.
    VectorStoreChunkingStrategyStatic:
      properties:
        type:
          type: string
          const: static
          title: Type
          default: static
        static:
          $ref: '#/components/schemas/VectorStoreChunkingStrategyStaticConfig'
      type: object
      required:
      - static
      title: VectorStoreChunkingStrategyStatic
      description: Static chunking strategy with configurable parameters.
    VectorStoreChunkingStrategyStaticConfig:
      properties:
        chunk_overlap_tokens:
          type: integer
          title: Chunk Overlap Tokens
          default: 400
        max_chunk_size_tokens:
          type: integer
          maximum: 4096.0
          minimum: 100.0
          title: Max Chunk Size Tokens
          default: 800
      type: object
      title: VectorStoreChunkingStrategyStaticConfig
      description: Configuration for static chunking strategy.
    OpenAICreateVectorStoreRequestWithExtraBody:
      properties:
        name:
          anyOf:
          - type: string
          - type: 'null'
        file_ids:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
        expires_after:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
        chunking_strategy:
          anyOf:
          - oneOf:
            - $ref: '#/components/schemas/VectorStoreChunkingStrategyAuto'
              title: VectorStoreChunkingStrategyAuto
            - $ref: '#/components/schemas/VectorStoreChunkingStrategyStatic'
              title: VectorStoreChunkingStrategyStatic
            discriminator:
              propertyName: type
              mapping:
                auto: '#/components/schemas/VectorStoreChunkingStrategyAuto'
                static: '#/components/schemas/VectorStoreChunkingStrategyStatic'
            title: VectorStoreChunkingStrategyAuto | VectorStoreChunkingStrategyStatic
          - type: 'null'
          title: Chunking Strategy
        metadata:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
      additionalProperties: true
      type: object
      title: OpenAICreateVectorStoreRequestWithExtraBody
      description: Request to create a vector store with extra_body support.
    VectorStoreDeleteResponse:
      properties:
        id:
          type: string
          title: Id
        object:
          type: string
          title: Object
          default: vector_store.deleted
        deleted:
          type: boolean
          title: Deleted
          default: true
      type: object
      required:
      - id
      title: VectorStoreDeleteResponse
      description: Response from deleting a vector store.
    OpenAICreateVectorStoreFileBatchRequestWithExtraBody:
      properties:
        file_ids:
          items:
            type: string
          type: array
          title: File Ids
        attributes:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
        chunking_strategy:
          anyOf:
          - oneOf:
            - $ref: '#/components/schemas/VectorStoreChunkingStrategyAuto'
              title: VectorStoreChunkingStrategyAuto
            - $ref: '#/components/schemas/VectorStoreChunkingStrategyStatic'
              title: VectorStoreChunkingStrategyStatic
            discriminator:
              propertyName: type
              mapping:
                auto: '#/components/schemas/VectorStoreChunkingStrategyAuto'
                static: '#/components/schemas/VectorStoreChunkingStrategyStatic'
            title: VectorStoreChunkingStrategyAuto | VectorStoreChunkingStrategyStatic
          - type: 'null'
          title: Chunking Strategy
      additionalProperties: true
      type: object
      required:
      - file_ids
      title: OpenAICreateVectorStoreFileBatchRequestWithExtraBody
      description: Request to create a vector store file batch with extra_body support.
    VectorStoreFileBatchObject:
      properties:
        id:
          type: string
          title: Id
        object:
          type: string
          title: Object
          default: vector_store.file_batch
        created_at:
          type: integer
          title: Created At
        vector_store_id:
          type: string
          title: Vector Store Id
        status:
          title: Status
          type: string
          enum:
          - completed
          - in_progress
          - cancelled
          - failed
          default: completed
        file_counts:
          $ref: '#/components/schemas/VectorStoreFileCounts'
      type: object
      required:
      - id
      - created_at
      - vector_store_id
      - status
      - file_counts
      title: VectorStoreFileBatchObject
      description: OpenAI Vector Store File Batch object.
    VectorStoreFileStatus:
      type: string
      enum:
      - completed
      - in_progress
      - cancelled
      - failed
      default: completed
    VectorStoreFileLastError:
      properties:
        code:
          title: Code
          type: string
          enum:
          - server_error
          - rate_limit_exceeded
          default: server_error
        message:
          type: string
          title: Message
      type: object
      required:
      - code
      - message
      title: VectorStoreFileLastError
      description: Error information for failed vector store file processing.
    VectorStoreFileObject:
      properties:
        id:
          type: string
          title: Id
        object:
          type: string
          title: Object
          default: vector_store.file
        attributes:
          additionalProperties:
            anyOf:
            - type: string
              maxLength: 512
            - type: number
            - type: boolean
            title: string | number | boolean
          propertyNames:
            type: string
            maxLength: 64
          type: object
          maxProperties: 16
          title: Attributes
          description: Set of 16 key-value pairs that can be attached to an object. This can be useful for storing additional information about the object in a structured format, and querying for objects via API or the dashboard. Keys are strings with a maximum length of 64 characters. Values are strings with a maximum length of 512 characters, booleans, or numbers.
          x-oaiTypeLabel: map
        chunking_strategy:
          oneOf:
          - $ref: '#/components/schemas/VectorStoreChunkingStrategyAuto'
            title: VectorStoreChunkingStrategyAuto
          - $ref: '#/components/schemas/VectorStoreChunkingStrategyStatic'
            title: VectorStoreChunkingStrategyStatic
          title: VectorStoreChunkingStrategyAuto | VectorStoreChunkingStrategyStatic
          discriminator:
            propertyName: type
            mapping:
              auto: '#/components/schemas/VectorStoreChunkingStrategyAuto'
              static: '#/components/schemas/VectorStoreChunkingStrategyStatic'
        created_at:
          type: integer
          title: Created At
        last_error:
          anyOf:
          - $ref: '#/components/schemas/VectorStoreFileLastError'
            title: VectorStoreFileLastError
          - type: 'null'
          title: VectorStoreFileLastError
        status:
          title: Status
          type: string
          enum:
          - completed
          - in_progress
          - cancelled
          - failed
          default: completed
        usage_bytes:
          type: integer
          title: Usage Bytes
          default: 0
        vector_store_id:
          type: string
          title: Vector Store Id
      type: object
      required:
      - id
      - chunking_strategy
      - created_at
      - status
      - vector_store_id
      title: VectorStoreFileObject
      description: OpenAI Vector Store File object.
    VectorStoreFilesListInBatchResponse:
      properties:
        object:
          type: string
          title: Object
          default: list
        data:
          items:
            $ref: '#/components/schemas/VectorStoreFileObject'
          type: array
          title: Data
        first_id:
          anyOf:
          - type: string
          - type: 'null'
        last_id:
          anyOf:
          - type: string
          - type: 'null'
        has_more:
          type: boolean
          title: Has More
          default: false
      type: object
      required:
      - data
      title: VectorStoreFilesListInBatchResponse
      description: Response from listing files in a vector store file batch.
    VectorStoreListFilesResponse:
      properties:
        object:
          type: string
          title: Object
          default: list
        data:
          items:
            $ref: '#/components/schemas/VectorStoreFileObject'
          type: array
          title: Data
        first_id:
          anyOf:
          - type: string
          - type: 'null'
        last_id:
          anyOf:
          - type: string
          - type: 'null'
        has_more:
          type: boolean
          title: Has More
          default: false
      type: object
      required:
      - data
      title: VectorStoreListFilesResponse
      description: Response from listing files in a vector store.
    VectorStoreFileDeleteResponse:
      properties:
        id:
          type: string
          title: Id
        object:
          type: string
          title: Object
          default: vector_store.file.deleted
        deleted:
          type: boolean
          title: Deleted
          default: true
      type: object
      required:
      - id
      title: VectorStoreFileDeleteResponse
      description: Response from deleting a vector store file.
    VectorStoreContent:
      properties:
        type:
          type: string
          const: text
          title: Type
        text:
          type: string
          title: Text
        embedding:
          anyOf:
          - items:
              type: number
            type: array
          - type: 'null'
        chunk_metadata:
          anyOf:
          - $ref: '#/components/schemas/ChunkMetadata'
            title: ChunkMetadata
          - type: 'null'
          title: ChunkMetadata
        metadata:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
      type: object
      required:
      - type
      - text
      title: VectorStoreContent
      description: Content item from a vector store file or search result.
    VectorStoreFileContentResponse:
      properties:
        object:
          type: string
          const: vector_store.file_content.page
          title: Object
          default: vector_store.file_content.page
        data:
          items:
            $ref: '#/components/schemas/VectorStoreContent'
          type: array
          title: Data
        has_more:
          type: boolean
          title: Has More
          default: false
        next_page:
          anyOf:
          - type: string
          - type: 'null'
      type: object
      required:
      - data
      title: VectorStoreFileContentResponse
      description: Represents the parsed content of a vector store file.
    VectorStoreSearchResponse:
      properties:
        file_id:
          type: string
          title: File Id
        filename:
          type: string
          title: Filename
        score:
          type: number
          title: Score
        attributes:
          anyOf:
          - additionalProperties:
              anyOf:
              - type: string
              - type: number
              - type: boolean
              title: string | number | boolean
            type: object
          - type: 'null'
        content:
          items:
            $ref: '#/components/schemas/VectorStoreContent'
          type: array
          title: Content
      type: object
      required:
      - file_id
      - filename
      - score
      - content
      title: VectorStoreSearchResponse
      description: Response from searching a vector store.
    VectorStoreSearchResponsePage:
      properties:
        object:
          type: string
          title: Object
          default: vector_store.search_results.page
        search_query:
          items:
            type: string
          type: array
          title: Search Query
        data:
          items:
            $ref: '#/components/schemas/VectorStoreSearchResponse'
          type: array
          title: Data
        has_more:
          type: boolean
          title: Has More
          default: false
        next_page:
          anyOf:
          - type: string
          - type: 'null'
      type: object
      required:
      - search_query
      - data
      title: VectorStoreSearchResponsePage
      description: Paginated response from searching a vector store.
    VersionInfo:
      properties:
        version:
          type: string
          title: Version
      type: object
      required:
      - version
      title: VersionInfo
      description: Version information for the service.
    AppendRowsRequest:
      properties:
        rows:
          items:
            additionalProperties: true
            type: object
          type: array
          title: Rows
      type: object
      required:
      - rows
      title: AppendRowsRequest
    PaginatedResponse:
      properties:
        data:
          items:
            additionalProperties: true
            type: object
          type: array
          title: Data
        has_more:
          type: boolean
          title: Has More
        url:
          anyOf:
          - type: string
          - type: 'null'
      type: object
      required:
      - data
      - has_more
      title: PaginatedResponse
      description: A generic paginated response that follows a simple format.
    Dataset:
      properties:
        identifier:
          type: string
          title: Identifier
          description: Unique identifier for this resource in llama stack
        provider_resource_id:
          anyOf:
          - type: string
          - type: 'null'
          description: Unique identifier for this resource in the provider
        provider_id:
          type: string
          title: Provider Id
          description: ID of the provider that owns this resource
        type:
          type: string
          const: dataset
          title: Type
          default: dataset
        purpose:
          $ref: '#/components/schemas/DatasetPurpose'
        source:
          oneOf:
          - $ref: '#/components/schemas/URIDataSource'
            title: URIDataSource
          - $ref: '#/components/schemas/RowsDataSource'
            title: RowsDataSource
          title: URIDataSource | RowsDataSource
          discriminator:
            propertyName: type
            mapping:
              rows: '#/components/schemas/RowsDataSource'
              uri: '#/components/schemas/URIDataSource'
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
          description: Any additional metadata for this dataset
      type: object
      required:
      - identifier
      - provider_id
      - purpose
      - source
      title: Dataset
      description: Dataset resource for storing and accessing training or evaluation data.
    RowsDataSource:
      properties:
        type:
          type: string
          const: rows
          title: Type
          default: rows
        rows:
          items:
            additionalProperties: true
            type: object
          type: array
          title: Rows
      type: object
      required:
      - rows
      title: RowsDataSource
      description: A dataset stored in rows.
    URIDataSource:
      properties:
        type:
          type: string
          const: uri
          title: Type
          default: uri
        uri:
          type: string
          title: Uri
      type: object
      required:
      - uri
      title: URIDataSource
      description: A dataset that can be obtained from a URI.
    ListDatasetsResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/Dataset'
          type: array
          title: Data
      type: object
      required:
      - data
      title: ListDatasetsResponse
      description: Response from listing datasets.
    Benchmark:
      properties:
        identifier:
          type: string
          title: Identifier
          description: Unique identifier for this resource in llama stack
        provider_resource_id:
          anyOf:
          - type: string
          - type: 'null'
          description: Unique identifier for this resource in the provider
        provider_id:
          type: string
          title: Provider Id
          description: ID of the provider that owns this resource
        type:
          type: string
          const: benchmark
          title: Type
          default: benchmark
        dataset_id:
          type: string
          title: Dataset Id
        scoring_functions:
          items:
            type: string
          type: array
          title: Scoring Functions
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
          description: Metadata for this evaluation task
      type: object
      required:
      - identifier
      - provider_id
      - dataset_id
      - scoring_functions
      title: Benchmark
      description: A benchmark resource for evaluating model performance.
    ListBenchmarksResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/Benchmark'
          type: array
          title: Data
      type: object
      required:
      - data
      title: ListBenchmarksResponse
    BenchmarkConfig:
      properties:
        eval_candidate:
          $ref: '#/components/schemas/ModelCandidate'
        scoring_params:
          additionalProperties:
            oneOf:
            - $ref: '#/components/schemas/LLMAsJudgeScoringFnParams'
              title: LLMAsJudgeScoringFnParams
            - $ref: '#/components/schemas/RegexParserScoringFnParams'
              title: RegexParserScoringFnParams
            - $ref: '#/components/schemas/BasicScoringFnParams'
              title: BasicScoringFnParams
            discriminator:
              propertyName: type
              mapping:
                basic: '#/components/schemas/BasicScoringFnParams'
                llm_as_judge: '#/components/schemas/LLMAsJudgeScoringFnParams'
                regex_parser: '#/components/schemas/RegexParserScoringFnParams'
            title: LLMAsJudgeScoringFnParams | RegexParserScoringFnParams | BasicScoringFnParams
          type: object
          title: Scoring Params
          description: Map between scoring function id and parameters for each scoring function you want to run
        num_examples:
          anyOf:
          - type: integer
          - type: 'null'
          description: Number of examples to evaluate (useful for testing), if not provided, all examples in the dataset will be evaluated
      type: object
      required:
      - eval_candidate
      title: BenchmarkConfig
      description: A benchmark configuration for evaluation.
    GreedySamplingStrategy:
      properties:
        type:
          type: string
          const: greedy
          title: Type
          default: greedy
      type: object
      title: GreedySamplingStrategy
      description: Greedy sampling strategy that selects the highest probability token at each step.
    ModelCandidate:
      properties:
        type:
          type: string
          const: model
          title: Type
          default: model
        model:
          type: string
          title: Model
        sampling_params:
          $ref: '#/components/schemas/SamplingParams'
        system_message:
          anyOf:
          - $ref: '#/components/schemas/SystemMessage'
            title: SystemMessage
          - type: 'null'
          title: SystemMessage
      type: object
      required:
      - model
      - sampling_params
      title: ModelCandidate
      description: A model candidate for evaluation.
    SamplingParams:
      properties:
        strategy:
          oneOf:
          - $ref: '#/components/schemas/GreedySamplingStrategy'
            title: GreedySamplingStrategy
          - $ref: '#/components/schemas/TopPSamplingStrategy'
            title: TopPSamplingStrategy
          - $ref: '#/components/schemas/TopKSamplingStrategy'
            title: TopKSamplingStrategy
          title: GreedySamplingStrategy | TopPSamplingStrategy | TopKSamplingStrategy
          discriminator:
            propertyName: type
            mapping:
              greedy: '#/components/schemas/GreedySamplingStrategy'
              top_k: '#/components/schemas/TopKSamplingStrategy'
              top_p: '#/components/schemas/TopPSamplingStrategy'
        max_tokens:
          anyOf:
          - type: integer
          - type: 'null'
        repetition_penalty:
          anyOf:
          - type: number
          - type: 'null'
          default: 1.0
        stop:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
      type: object
      title: SamplingParams
      description: Sampling parameters.
    SystemMessage:
      properties:
        role:
          type: string
          const: system
          title: Role
          default: system
        content:
          anyOf:
          - type: string
          - oneOf:
            - $ref: '#/components/schemas/ImageContentItem-Input'
              title: ImageContentItem-Input
            - $ref: '#/components/schemas/TextContentItem'
              title: TextContentItem
            discriminator:
              propertyName: type
              mapping:
                image: '#/components/schemas/ImageContentItem-Input'
                text: '#/components/schemas/TextContentItem'
            title: ImageContentItem-Input | TextContentItem
          - items:
              oneOf:
              - $ref: '#/components/schemas/ImageContentItem-Input'
                title: ImageContentItem-Input
              - $ref: '#/components/schemas/TextContentItem'
                title: TextContentItem
              discriminator:
                propertyName: type
                mapping:
                  image: '#/components/schemas/ImageContentItem-Input'
                  text: '#/components/schemas/TextContentItem'
              title: ImageContentItem-Input | TextContentItem
            type: array
            title: list[ImageContentItem-Input | TextContentItem]
          title: string | list[ImageContentItem-Input | TextContentItem]
      type: object
      required:
      - content
      title: SystemMessage
      description: A system message providing instructions or context to the model.
    TopKSamplingStrategy:
      properties:
        type:
          type: string
          const: top_k
          title: Type
          default: top_k
        top_k:
          type: integer
          minimum: 1.0
          title: Top K
      type: object
      required:
      - top_k
      title: TopKSamplingStrategy
      description: Top-k sampling strategy that restricts sampling to the k most likely tokens.
    TopPSamplingStrategy:
      properties:
        type:
          type: string
          const: top_p
          title: Type
          default: top_p
        temperature:
          anyOf:
          - type: number
            minimum: 0.0
          - type: 'null'
        top_p:
          anyOf:
          - type: number
          - type: 'null'
          default: 0.95
      type: object
      required:
      - temperature
      title: TopPSamplingStrategy
      description: Top-p (nucleus) sampling strategy that samples from the smallest set of tokens with cumulative probability >= p.
    EvaluateRowsRequest:
      properties:
        input_rows:
          items:
            additionalProperties: true
            type: object
          type: array
          title: Input Rows
        scoring_functions:
          items:
            type: string
          type: array
          title: Scoring Functions
        benchmark_config:
          $ref: '#/components/schemas/BenchmarkConfig'
      type: object
      required:
      - input_rows
      - scoring_functions
      - benchmark_config
      title: EvaluateRowsRequest
    EvaluateResponse:
      properties:
        generations:
          items:
            additionalProperties: true
            type: object
          type: array
          title: Generations
        scores:
          additionalProperties:
            $ref: '#/components/schemas/ScoringResult'
          type: object
          title: Scores
      type: object
      required:
      - generations
      - scores
      title: EvaluateResponse
      description: The response from an evaluation.
    RunEvalRequest:
      properties:
        benchmark_config:
          $ref: '#/components/schemas/BenchmarkConfig'
      type: object
      required:
      - benchmark_config
      title: RunEvalRequest
    Job:
      properties:
        job_id:
          type: string
          title: Job Id
        status:
          $ref: '#/components/schemas/JobStatus'
      type: object
      required:
      - job_id
      - status
      title: Job
      description: A job execution instance with status tracking.
    RerankRequest:
      properties:
        model:
          type: string
          title: Model
        query:
          anyOf:
          - type: string
          - $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
            title: OpenAIChatCompletionContentPartTextParam
          - $ref: '#/components/schemas/OpenAIChatCompletionContentPartImageParam'
            title: OpenAIChatCompletionContentPartImageParam
          title: string | OpenAIChatCompletionContentPartTextParam | OpenAIChatCompletionContentPartImageParam
        items:
          items:
            anyOf:
            - type: string
            - $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
              title: OpenAIChatCompletionContentPartTextParam
            - $ref: '#/components/schemas/OpenAIChatCompletionContentPartImageParam'
              title: OpenAIChatCompletionContentPartImageParam
            title: string | OpenAIChatCompletionContentPartTextParam | OpenAIChatCompletionContentPartImageParam
          type: array
          title: Items
        max_num_results:
          anyOf:
          - type: integer
          - type: 'null'
      type: object
      required:
      - model
      - query
      - items
      title: RerankRequest
    RerankData:
      properties:
        index:
          type: integer
          title: Index
        relevance_score:
          type: number
          title: Relevance Score
      type: object
      required:
      - index
      - relevance_score
      title: RerankData
      description: A single rerank result from a reranking response.
    RerankResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/RerankData'
          type: array
          title: Data
      type: object
      required:
      - data
      title: RerankResponse
      description: Response from a reranking request.
    Checkpoint:
      properties:
        identifier:
          type: string
          title: Identifier
        created_at:
          type: string
          format: date-time
          title: Created At
        epoch:
          type: integer
          title: Epoch
        post_training_job_id:
          type: string
          title: Post Training Job Id
        path:
          type: string
          title: Path
        training_metrics:
          anyOf:
          - $ref: '#/components/schemas/PostTrainingMetric'
            title: PostTrainingMetric
          - type: 'null'
          title: PostTrainingMetric
      type: object
      required:
      - identifier
      - created_at
      - epoch
      - post_training_job_id
      - path
      title: Checkpoint
      description: Checkpoint created during training runs.
    PostTrainingJobArtifactsResponse:
      properties:
        job_uuid:
          type: string
          title: Job Uuid
        checkpoints:
          items:
            $ref: '#/components/schemas/Checkpoint'
          type: array
          title: Checkpoints
      type: object
      required:
      - job_uuid
      title: PostTrainingJobArtifactsResponse
      description: Artifacts of a finetuning job.
    PostTrainingMetric:
      properties:
        epoch:
          type: integer
          title: Epoch
        train_loss:
          type: number
          title: Train Loss
        validation_loss:
          type: number
          title: Validation Loss
        perplexity:
          type: number
          title: Perplexity
      type: object
      required:
      - epoch
      - train_loss
      - validation_loss
      - perplexity
      title: PostTrainingMetric
      description: Training metrics captured during post-training jobs.
    CancelTrainingJobRequest:
      properties:
        job_uuid:
          type: string
          title: Job Uuid
      type: object
      required:
      - job_uuid
      title: CancelTrainingJobRequest
    PostTrainingJobStatusResponse:
      properties:
        job_uuid:
          type: string
          title: Job Uuid
        status:
          $ref: '#/components/schemas/JobStatus'
        scheduled_at:
          anyOf:
          - type: string
            format: date-time
          - type: 'null'
        started_at:
          anyOf:
          - type: string
            format: date-time
          - type: 'null'
        completed_at:
          anyOf:
          - type: string
            format: date-time
          - type: 'null'
        resources_allocated:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
        checkpoints:
          items:
            $ref: '#/components/schemas/Checkpoint'
          type: array
          title: Checkpoints
      type: object
      required:
      - job_uuid
      - status
      title: PostTrainingJobStatusResponse
      description: Status of a finetuning job.
    ListPostTrainingJobsResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/PostTrainingJob'
          type: array
          title: Data
      type: object
      required:
      - data
      title: ListPostTrainingJobsResponse
    DPOAlignmentConfig:
      properties:
        beta:
          type: number
          title: Beta
        loss_type:
          $ref: '#/components/schemas/DPOLossType'
          default: sigmoid
      type: object
      required:
      - beta
      title: DPOAlignmentConfig
      description: Configuration for Direct Preference Optimization (DPO) alignment.
    DPOLossType:
      type: string
      enum:
      - sigmoid
      - hinge
      - ipo
      - kto_pair
      title: DPOLossType
    DataConfig:
      properties:
        dataset_id:
          type: string
          title: Dataset Id
        batch_size:
          type: integer
          title: Batch Size
        shuffle:
          type: boolean
          title: Shuffle
        data_format:
          $ref: '#/components/schemas/DatasetFormat'
        validation_dataset_id:
          anyOf:
          - type: string
          - type: 'null'
        packed:
          anyOf:
          - type: boolean
          - type: 'null'
          default: false
        train_on_input:
          anyOf:
          - type: boolean
          - type: 'null'
          default: false
      type: object
      required:
      - dataset_id
      - batch_size
      - shuffle
      - data_format
      title: DataConfig
      description: Configuration for training data and data loading.
    DatasetFormat:
      type: string
      enum:
      - instruct
      - dialog
      title: DatasetFormat
      description: Format of the training dataset.
    EfficiencyConfig:
      properties:
        enable_activation_checkpointing:
          anyOf:
          - type: boolean
          - type: 'null'
          default: false
        enable_activation_offloading:
          anyOf:
          - type: boolean
          - type: 'null'
          default: false
        memory_efficient_fsdp_wrap:
          anyOf:
          - type: boolean
          - type: 'null'
          default: false
        fsdp_cpu_offload:
          anyOf:
          - type: boolean
          - type: 'null'
          default: false
      type: object
      title: EfficiencyConfig
      description: Configuration for memory and compute efficiency optimizations.
    OptimizerConfig:
      properties:
        optimizer_type:
          $ref: '#/components/schemas/OptimizerType'
        lr:
          type: number
          title: Lr
        weight_decay:
          type: number
          title: Weight Decay
        num_warmup_steps:
          type: integer
          title: Num Warmup Steps
      type: object
      required:
      - optimizer_type
      - lr
      - weight_decay
      - num_warmup_steps
      title: OptimizerConfig
      description: Configuration parameters for the optimization algorithm.
    OptimizerType:
      type: string
      enum:
      - adam
      - adamw
      - sgd
      title: OptimizerType
      description: Available optimizer algorithms for training.
    TrainingConfig:
      properties:
        n_epochs:
          type: integer
          title: N Epochs
        max_steps_per_epoch:
          type: integer
          title: Max Steps Per Epoch
          default: 1
        gradient_accumulation_steps:
          type: integer
          title: Gradient Accumulation Steps
          default: 1
        max_validation_steps:
          anyOf:
          - type: integer
          - type: 'null'
          default: 1
        data_config:
          anyOf:
          - $ref: '#/components/schemas/DataConfig'
            title: DataConfig
          - type: 'null'
          title: DataConfig
        optimizer_config:
          anyOf:
          - $ref: '#/components/schemas/OptimizerConfig'
            title: OptimizerConfig
          - type: 'null'
          title: OptimizerConfig
        efficiency_config:
          anyOf:
          - $ref: '#/components/schemas/EfficiencyConfig'
            title: EfficiencyConfig
          - type: 'null'
          title: EfficiencyConfig
        dtype:
          anyOf:
          - type: string
          - type: 'null'
          default: bf16
      type: object
      required:
      - n_epochs
      title: TrainingConfig
      description: Comprehensive configuration for the training process.
    PreferenceOptimizeRequest:
      properties:
        job_uuid:
          type: string
          title: Job Uuid
        finetuned_model:
          type: string
          title: Finetuned Model
        algorithm_config:
          $ref: '#/components/schemas/DPOAlignmentConfig'
        training_config:
          $ref: '#/components/schemas/TrainingConfig'
        hyperparam_search_config:
          additionalProperties: true
          type: object
          title: Hyperparam Search Config
        logger_config:
          additionalProperties: true
          type: object
          title: Logger Config
      type: object
      required:
      - job_uuid
      - finetuned_model
      - algorithm_config
      - training_config
      - hyperparam_search_config
      - logger_config
      title: PreferenceOptimizeRequest
    PostTrainingJob:
      properties:
        job_uuid:
          type: string
          title: Job Uuid
      type: object
      required:
      - job_uuid
      title: PostTrainingJob
    AlgorithmConfig:
      discriminator:
        mapping:
          LoRA: '#/components/schemas/LoraFinetuningConfig'
          QAT: '#/components/schemas/QATFinetuningConfig'
        propertyName: type
      oneOf:
      - $ref: '#/components/schemas/LoraFinetuningConfig'
        title: LoraFinetuningConfig
      - $ref: '#/components/schemas/QATFinetuningConfig'
        title: QATFinetuningConfig
      title: LoraFinetuningConfig | QATFinetuningConfig
    LoraFinetuningConfig:
      properties:
        type:
          type: string
          const: LoRA
          title: Type
          default: LoRA
        lora_attn_modules:
          items:
            type: string
          type: array
          title: Lora Attn Modules
        apply_lora_to_mlp:
          type: boolean
          title: Apply Lora To Mlp
        apply_lora_to_output:
          type: boolean
          title: Apply Lora To Output
        rank:
          type: integer
          title: Rank
        alpha:
          type: integer
          title: Alpha
        use_dora:
          anyOf:
          - type: boolean
          - type: 'null'
          default: false
        quantize_base:
          anyOf:
          - type: boolean
          - type: 'null'
          default: false
      type: object
      required:
      - lora_attn_modules
      - apply_lora_to_mlp
      - apply_lora_to_output
      - rank
      - alpha
      title: LoraFinetuningConfig
      description: Configuration for Low-Rank Adaptation (LoRA) fine-tuning.
    QATFinetuningConfig:
      properties:
        type:
          type: string
          const: QAT
          title: Type
          default: QAT
        quantizer_name:
          type: string
          title: Quantizer Name
        group_size:
          type: integer
          title: Group Size
      type: object
      required:
      - quantizer_name
      - group_size
      title: QATFinetuningConfig
      description: Configuration for Quantization-Aware Training (QAT) fine-tuning.
    SupervisedFineTuneRequest:
      properties:
        job_uuid:
          type: string
          title: Job Uuid
        training_config:
          $ref: '#/components/schemas/TrainingConfig'
        hyperparam_search_config:
          additionalProperties: true
          type: object
          title: Hyperparam Search Config
        logger_config:
          additionalProperties: true
          type: object
          title: Logger Config
        model:
          anyOf:
          - type: string
          - type: 'null'
          description: Model descriptor for training if not in provider config`
        checkpoint_dir:
          anyOf:
          - type: string
          - type: 'null'
        algorithm_config:
          anyOf:
          - oneOf:
            - $ref: '#/components/schemas/LoraFinetuningConfig'
              title: LoraFinetuningConfig
            - $ref: '#/components/schemas/QATFinetuningConfig'
              title: QATFinetuningConfig
            discriminator:
              propertyName: type
              mapping:
                LoRA: '#/components/schemas/LoraFinetuningConfig'
                QAT: '#/components/schemas/QATFinetuningConfig'
            title: LoraFinetuningConfig | QATFinetuningConfig
          - type: 'null'
          title: Algorithm Config
      type: object
      required:
      - job_uuid
      - training_config
      - hyperparam_search_config
      - logger_config
      title: SupervisedFineTuneRequest
    ParamType:
      discriminator:
        mapping:
          array: '#/components/schemas/ArrayType'
          boolean: '#/components/schemas/BooleanType'
          chat_completion_input: '#/components/schemas/ChatCompletionInputType'
          completion_input: '#/components/schemas/CompletionInputType'
          json: '#/components/schemas/JsonType'
          number: '#/components/schemas/NumberType'
          object: '#/components/schemas/ObjectType'
          string: '#/components/schemas/StringType'
          union: '#/components/schemas/UnionType'
        propertyName: type
      oneOf:
      - $ref: '#/components/schemas/StringType'
        title: StringType
      - $ref: '#/components/schemas/NumberType'
        title: NumberType
      - $ref: '#/components/schemas/BooleanType'
        title: BooleanType
      - $ref: '#/components/schemas/ArrayType'
        title: ArrayType
      - $ref: '#/components/schemas/ObjectType'
        title: ObjectType
      - $ref: '#/components/schemas/JsonType'
        title: JsonType
      - $ref: '#/components/schemas/UnionType'
        title: UnionType
      - $ref: '#/components/schemas/ChatCompletionInputType'
        title: ChatCompletionInputType
      - $ref: '#/components/schemas/CompletionInputType'
        title: CompletionInputType
      title: StringType | ... (9 variants)
    DataSource:
      discriminator:
        mapping:
          rows: '#/components/schemas/RowsDataSource'
          uri: '#/components/schemas/URIDataSource'
        propertyName: type
      oneOf:
      - $ref: '#/components/schemas/URIDataSource'
        title: URIDataSource
      - $ref: '#/components/schemas/RowsDataSource'
        title: RowsDataSource
      title: URIDataSource | RowsDataSource
    AllowedToolsFilter:
      properties:
        tool_names:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
      type: object
      title: AllowedToolsFilter
      description: Filter configuration for restricting which MCP tools can be used.
    ApprovalFilter:
      properties:
        always:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
        never:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
      type: object
      title: ApprovalFilter
      description: Filter configuration for MCP tool approval requirements.
    BatchError:
      properties:
        code:
          anyOf:
          - type: string
          - type: 'null'
        line:
          anyOf:
          - type: integer
          - type: 'null'
        message:
          anyOf:
          - type: string
          - type: 'null'
        param:
          anyOf:
          - type: string
          - type: 'null'
      additionalProperties: true
      type: object
      title: BatchError
    BatchRequestCounts:
      properties:
        completed:
          type: integer
          title: Completed
        failed:
          type: integer
          title: Failed
        total:
          type: integer
          title: Total
      additionalProperties: true
      type: object
      required:
      - completed
      - failed
      - total
      title: BatchRequestCounts
    BatchUsage:
      properties:
        input_tokens:
          type: integer
          title: Input Tokens
        input_tokens_details:
          $ref: '#/components/schemas/InputTokensDetails'
        output_tokens:
          type: integer
          title: Output Tokens
        output_tokens_details:
          $ref: '#/components/schemas/OutputTokensDetails'
        total_tokens:
          type: integer
          title: Total Tokens
      additionalProperties: true
      type: object
      required:
      - input_tokens
      - input_tokens_details
      - output_tokens
      - output_tokens_details
      - total_tokens
      title: BatchUsage
    Chunk-Output:
      properties:
        content:
          anyOf:
          - type: string
          - oneOf:
            - $ref: '#/components/schemas/ImageContentItem-Output'
              title: ImageContentItem-Output
            - $ref: '#/components/schemas/TextContentItem'
              title: TextContentItem
            discriminator:
              propertyName: type
              mapping:
                image: '#/components/schemas/ImageContentItem-Output'
                text: '#/components/schemas/TextContentItem'
            title: ImageContentItem-Output | TextContentItem
          - items:
              oneOf:
              - $ref: '#/components/schemas/ImageContentItem-Output'
                title: ImageContentItem-Output
              - $ref: '#/components/schemas/TextContentItem'
                title: TextContentItem
              discriminator:
                propertyName: type
                mapping:
                  image: '#/components/schemas/ImageContentItem-Output'
                  text: '#/components/schemas/TextContentItem'
              title: ImageContentItem-Output | TextContentItem
            type: array
            title: list[ImageContentItem-Output | TextContentItem]
          title: string | list[ImageContentItem-Output | TextContentItem]
        chunk_id:
          type: string
          title: Chunk Id
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
        embedding:
          anyOf:
          - items:
              type: number
            type: array
          - type: 'null'
        chunk_metadata:
          anyOf:
          - $ref: '#/components/schemas/ChunkMetadata'
            title: ChunkMetadata
          - type: 'null'
          title: ChunkMetadata
      type: object
      required:
      - content
      - chunk_id
      title: Chunk
      description: A chunk of content that can be inserted into a vector database.
    DatasetPurpose:
      type: string
      enum:
      - post-training/messages
      - eval/question-answer
      - eval/messages-answer
      title: DatasetPurpose
      description: Purpose of the dataset. Each purpose has a required input data schema.
    Errors:
      properties:
        data:
          anyOf:
          - items:
              $ref: '#/components/schemas/BatchError'
            type: array
          - type: 'null'
        object:
          anyOf:
          - type: string
          - type: 'null'
      additionalProperties: true
      type: object
      title: Errors
    HealthStatus:
      type: string
      enum:
      - OK
      - Error
      - Not Implemented
      title: HealthStatus
    ImageContentItem-Input:
      properties:
        type:
          type: string
          const: image
          title: Type
          default: image
        image:
          $ref: '#/components/schemas/_URLOrData'
      type: object
      required:
      - image
      title: ImageContentItem
      description: A image content item
    ImageContentItem-Output:
      properties:
        type:
          type: string
          const: image
          title: Type
          default: image
        image:
          $ref: '#/components/schemas/_URLOrData'
      type: object
      required:
      - image
      title: ImageContentItem
      description: A image content item
    InputTokensDetails:
      properties:
        cached_tokens:
          type: integer
          title: Cached Tokens
      additionalProperties: true
      type: object
      required:
      - cached_tokens
      title: InputTokensDetails
    JobStatus:
      type: string
      enum:
      - completed
      - in_progress
      - failed
      - scheduled
      - cancelled
      title: JobStatus
      description: Status of a job execution.
    MCPListToolsTool:
      properties:
        input_schema:
          additionalProperties: true
          type: object
          title: Input Schema
        name:
          type: string
          title: Name
        description:
          anyOf:
          - type: string
          - type: 'null'
      type: object
      required:
      - input_schema
      - name
      title: MCPListToolsTool
      description: Tool definition returned by MCP list tools operation.
    OpenAIAssistantMessageParam-Input:
      properties:
        role:
          type: string
          const: assistant
          title: Role
          default: assistant
        content:
          anyOf:
          - type: string
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
            type: array
            title: list[OpenAIChatCompletionContentPartTextParam]
          - type: 'null'
          title: string | list[OpenAIChatCompletionContentPartTextParam]
        name:
          anyOf:
          - type: string
          - type: 'null'
        tool_calls:
          anyOf:
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionToolCall'
            type: array
          - type: 'null'
      type: object
      title: OpenAIAssistantMessageParam
      description: A message containing the model's (assistant) response in an OpenAI-compatible chat completion request.
    OpenAIAssistantMessageParam-Output:
      properties:
        role:
          type: string
          const: assistant
          title: Role
          default: assistant
        content:
          anyOf:
          - type: string
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
            type: array
            title: list[OpenAIChatCompletionContentPartTextParam]
          - type: 'null'
          title: string | list[OpenAIChatCompletionContentPartTextParam]
        name:
          anyOf:
          - type: string
          - type: 'null'
        tool_calls:
          anyOf:
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionToolCall'
            type: array
          - type: 'null'
      type: object
      title: OpenAIAssistantMessageParam
      description: A message containing the model's (assistant) response in an OpenAI-compatible chat completion request.
    OpenAIChatCompletionUsageCompletionTokensDetails:
      properties:
        reasoning_tokens:
          anyOf:
          - type: integer
          - type: 'null'
      type: object
      title: OpenAIChatCompletionUsageCompletionTokensDetails
      description: Token details for output tokens in OpenAI chat completion usage.
    OpenAIChatCompletionUsagePromptTokensDetails:
      properties:
        cached_tokens:
          anyOf:
          - type: integer
          - type: 'null'
      type: object
      title: OpenAIChatCompletionUsagePromptTokensDetails
      description: Token details for prompt tokens in OpenAI chat completion usage.
    OpenAIResponseInputToolChoiceAllowedTools:
      properties:
        mode:
          type: string
          enum:
          - auto
          - required
          title: Mode
          default: auto
        tools:
          items:
            additionalProperties:
              type: string
            type: object
          type: array
          title: Tools
        type:
          type: string
          const: allowed_tools
          title: Type
          default: allowed_tools
      type: object
      required:
      - tools
      title: OpenAIResponseInputToolChoiceAllowedTools
      description: Constrains the tools available to the model to a pre-defined set.
    OpenAIResponseInputToolChoiceCustomTool:
      properties:
        type:
          type: string
          const: custom
          title: Type
          default: custom
        name:
          type: string
          title: Name
      type: object
      required:
      - name
      title: OpenAIResponseInputToolChoiceCustomTool
      description: Forces the model to call a custom tool.
    OpenAIResponseInputToolChoiceFileSearch:
      properties:
        type:
          type: string
          const: file_search
          title: Type
          default: file_search
      type: object
      title: OpenAIResponseInputToolChoiceFileSearch
      description: Indicates that the model should use file search to generate a response.
    OpenAIResponseInputToolChoiceFunctionTool:
      properties:
        name:
          type: string
          title: Name
        type:
          type: string
          const: function
          title: Type
          default: function
      type: object
      required:
      - name
      title: OpenAIResponseInputToolChoiceFunctionTool
      description: Forces the model to call a specific function.
    OpenAIResponseInputToolChoiceMCPTool:
      properties:
        server_label:
          type: string
          title: Server Label
        type:
          type: string
          const: mcp
          title: Type
          default: mcp
        name:
          anyOf:
          - type: string
          - type: 'null'
      type: object
      required:
      - server_label
      title: OpenAIResponseInputToolChoiceMCPTool
      description: Forces the model to call a specific tool on a remote MCP server
    OpenAIResponseInputToolChoiceMode:
      type: string
      enum:
      - auto
      - required
      - none
      title: OpenAIResponseInputToolChoiceMode
    OpenAIResponseInputToolChoiceWebSearch:
      properties:
        type:
          title: Type
          default: web_search
          type: string
          enum:
          - web_search
          - web_search_preview
          - web_search_preview_2025_03_11
          - web_search_2025_08_26
        search_context_size:
          anyOf:
          - type: string
            pattern: ^low|medium|high$
          - type: 'null'
          default: medium
      type: object
      title: OpenAIResponseInputToolChoiceWebSearch
      description: |-
        Indicates that the model should use web search to generate a response.

        This is an alias for OpenAIResponseInputToolWebSearch used in tool_choice context.
    OpenAIResponseMessage-Output:
      properties:
        content:
          anyOf:
          - type: string
          - items:
              oneOf:
              - $ref: '#/components/schemas/OpenAIResponseInputMessageContentText'
                title: OpenAIResponseInputMessageContentText
              - $ref: '#/components/schemas/OpenAIResponseInputMessageContentImage'
                title: OpenAIResponseInputMessageContentImage
              - $ref: '#/components/schemas/OpenAIResponseInputMessageContentFile'
                title: OpenAIResponseInputMessageContentFile
              discriminator:
                propertyName: type
                mapping:
                  input_file: '#/components/schemas/OpenAIResponseInputMessageContentFile'
                  input_image: '#/components/schemas/OpenAIResponseInputMessageContentImage'
                  input_text: '#/components/schemas/OpenAIResponseInputMessageContentText'
              title: OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile
            type: array
            title: list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile]
          - items:
              oneOf:
              - $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
                title: OpenAIResponseOutputMessageContentOutputText
              - $ref: '#/components/schemas/OpenAIResponseContentPartRefusal'
                title: OpenAIResponseContentPartRefusal
              discriminator:
                propertyName: type
                mapping:
                  output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
                  refusal: '#/components/schemas/OpenAIResponseContentPartRefusal'
              title: OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal
            type: array
            title: list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
          title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
        role:
          title: Role
          type: string
          enum:
          - system
          - developer
          - user
          - assistant
          default: system
        type:
          type: string
          const: message
          title: Type
          default: message
        id:
          anyOf:
          - type: string
          - type: 'null'
        status:
          anyOf:
          - type: string
          - type: 'null'
      type: object
      required:
      - content
      - role
      title: OpenAIResponseMessage
      description: |-
        Corresponds to the various Message types in the Responses API.
        They are all under one type because the Responses API gives them all
        the same "type" value, and there is no way to tell them apart in certain
        scenarios.
    OpenAIResponseOutputMessageFileSearchToolCallResults:
      properties:
        attributes:
          additionalProperties: true
          type: object
          title: Attributes
        file_id:
          type: string
          title: File Id
        filename:
          type: string
          title: Filename
        score:
          type: number
          title: Score
        text:
          type: string
          title: Text
      type: object
      required:
      - attributes
      - file_id
      - filename
      - score
      - text
      title: OpenAIResponseOutputMessageFileSearchToolCallResults
      description: Search results returned by the file search operation.
    OpenAIResponseTextFormat:
      properties:
        type:
          title: Type
          type: string
          enum:
          - text
          - json_schema
          - json_object
          default: text
        name:
          anyOf:
          - type: string
          - type: 'null'
        schema:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
        description:
          anyOf:
          - type: string
          - type: 'null'
        strict:
          anyOf:
          - type: boolean
          - type: 'null'
      type: object
      title: OpenAIResponseTextFormat
      description: Configuration for Responses API text format.
    OpenAIResponseUsageInputTokensDetails:
      properties:
        cached_tokens:
          anyOf:
          - type: integer
          - type: 'null'
      type: object
      title: OpenAIResponseUsageInputTokensDetails
      description: Token details for input tokens in OpenAI response usage.
    OpenAIResponseUsageOutputTokensDetails:
      properties:
        reasoning_tokens:
          anyOf:
          - type: integer
          - type: 'null'
      type: object
      title: OpenAIResponseUsageOutputTokensDetails
      description: Token details for output tokens in OpenAI response usage.
    OpenAIUserMessageParam-Input:
      properties:
        role:
          type: string
          const: user
          title: Role
          default: user
        content:
          anyOf:
          - type: string
          - items:
              oneOf:
              - $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
                title: OpenAIChatCompletionContentPartTextParam
              - $ref: '#/components/schemas/OpenAIChatCompletionContentPartImageParam'
                title: OpenAIChatCompletionContentPartImageParam
              - $ref: '#/components/schemas/OpenAIFile'
                title: OpenAIFile
              discriminator:
                propertyName: type
                mapping:
                  file: '#/components/schemas/OpenAIFile'
                  image_url: '#/components/schemas/OpenAIChatCompletionContentPartImageParam'
                  text: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
              title: OpenAIChatCompletionContentPartTextParam | OpenAIChatCompletionContentPartImageParam | OpenAIFile
            type: array
            title: list[OpenAIChatCompletionContentPartTextParam | OpenAIChatCompletionContentPartImageParam | OpenAIFile]
          title: string | list[OpenAIChatCompletionContentPartTextParam | OpenAIChatCompletionContentPartImageParam | OpenAIFile]
        name:
          anyOf:
          - type: string
          - type: 'null'
      type: object
      required:
      - content
      title: OpenAIUserMessageParam
      description: A message from the user in an OpenAI-compatible chat completion request.
    OpenAIUserMessageParam-Output:
      properties:
        role:
          type: string
          const: user
          title: Role
          default: user
        content:
          anyOf:
          - type: string
          - items:
              oneOf:
              - $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
                title: OpenAIChatCompletionContentPartTextParam
              - $ref: '#/components/schemas/OpenAIChatCompletionContentPartImageParam'
                title: OpenAIChatCompletionContentPartImageParam
              - $ref: '#/components/schemas/OpenAIFile'
                title: OpenAIFile
              discriminator:
                propertyName: type
                mapping:
                  file: '#/components/schemas/OpenAIFile'
                  image_url: '#/components/schemas/OpenAIChatCompletionContentPartImageParam'
                  text: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
              title: OpenAIChatCompletionContentPartTextParam | OpenAIChatCompletionContentPartImageParam | OpenAIFile
            type: array
            title: list[OpenAIChatCompletionContentPartTextParam | OpenAIChatCompletionContentPartImageParam | OpenAIFile]
          title: string | list[OpenAIChatCompletionContentPartTextParam | OpenAIChatCompletionContentPartImageParam | OpenAIFile]
        name:
          anyOf:
          - type: string
          - type: 'null'
      type: object
      required:
      - content
      title: OpenAIUserMessageParam
      description: A message from the user in an OpenAI-compatible chat completion request.
    OutputTokensDetails:
      properties:
        reasoning_tokens:
          type: integer
          title: Reasoning Tokens
      additionalProperties: true
      type: object
      required:
      - reasoning_tokens
      title: OutputTokensDetails
    SearchRankingOptions:
      properties:
        ranker:
          anyOf:
          - type: string
          - type: 'null'
        score_threshold:
          anyOf:
          - type: number
          - type: 'null'
          default: 0.0
      type: object
      title: SearchRankingOptions
      description: Options for ranking and filtering search results.
    _URLOrData:
      properties:
        url:
          anyOf:
          - $ref: '#/components/schemas/URL'
            title: URL
          - type: 'null'
          title: URL
        data:
          anyOf:
          - type: string
          - type: 'null'
          contentEncoding: base64
      type: object
      title: _URLOrData
      description: A URL or a base64 encoded string
    SamplingStrategy:
      discriminator:
        mapping:
          greedy: '#/components/schemas/GreedySamplingStrategy'
          top_k: '#/components/schemas/TopKSamplingStrategy'
          top_p: '#/components/schemas/TopPSamplingStrategy'
        propertyName: type
      oneOf:
      - $ref: '#/components/schemas/GreedySamplingStrategy'
        title: GreedySamplingStrategy
      - $ref: '#/components/schemas/TopPSamplingStrategy'
        title: TopPSamplingStrategy
      - $ref: '#/components/schemas/TopKSamplingStrategy'
        title: TopKSamplingStrategy
      title: GreedySamplingStrategy | TopPSamplingStrategy | TopKSamplingStrategy
    GrammarResponseFormat:
      description: Configuration for grammar-guided response generation.
      properties:
        type:
          const: grammar
          default: grammar
          title: Type
          type: string
        bnf:
          additionalProperties: true
          title: Bnf
          type: object
      required:
      - bnf
      title: GrammarResponseFormat
      type: object
    JsonSchemaResponseFormat:
      description: Configuration for JSON schema-guided response generation.
      properties:
        type:
          const: json_schema
          default: json_schema
          title: Type
          type: string
        json_schema:
          additionalProperties: true
          title: Json Schema
          type: object
      required:
      - json_schema
      title: JsonSchemaResponseFormat
      type: object
    ResponseFormat:
      discriminator:
        mapping:
          grammar: '#/components/schemas/GrammarResponseFormat'
          json_schema: '#/components/schemas/JsonSchemaResponseFormat'
        propertyName: type
      oneOf:
      - $ref: '#/components/schemas/JsonSchemaResponseFormat'
        title: JsonSchemaResponseFormat
      - $ref: '#/components/schemas/GrammarResponseFormat'
        title: GrammarResponseFormat
      title: JsonSchemaResponseFormat | GrammarResponseFormat
    AllowedToolsConfig:
      properties:
        tools:
          items:
            additionalProperties: true
            type: object
          title: Tools
          type: array
        mode:
          enum:
          - auto
          - required
          title: Mode
          type: string
      required:
      - tools
      - mode
      title: AllowedToolsConfig
      type: object
    CustomToolConfig:
      properties:
        name:
          title: Name
          type: string
      required:
      - name
      title: CustomToolConfig
      type: object
    FunctionToolConfig:
      properties:
        name:
          title: Name
          type: string
      required:
      - name
      title: FunctionToolConfig
      type: object
    OpenAIChatCompletionToolChoiceAllowedTools:
      description: Allowed tools response format for OpenAI-compatible chat completion requests.
      properties:
        type:
          const: allowed_tools
          default: allowed_tools
          title: Type
          type: string
        allowed_tools:
          $ref: '#/components/schemas/AllowedToolsConfig'
      required:
      - allowed_tools
      title: OpenAIChatCompletionToolChoiceAllowedTools
      type: object
    OpenAIChatCompletionToolChoiceCustomTool:
      description: Custom tool choice for OpenAI-compatible chat completion requests.
      properties:
        type:
          const: custom
          default: custom
          title: Type
          type: string
        custom:
          $ref: '#/components/schemas/CustomToolConfig'
      required:
      - custom
      title: OpenAIChatCompletionToolChoiceCustomTool
      type: object
    OpenAIChatCompletionToolChoiceFunctionTool:
      description: Function tool choice for OpenAI-compatible chat completion requests.
      properties:
        type:
          const: function
          default: function
          title: Type
          type: string
        function:
          $ref: '#/components/schemas/FunctionToolConfig'
      required:
      - function
      title: OpenAIChatCompletionToolChoiceFunctionTool
      type: object
    OpenAIChatCompletionToolChoice:
      discriminator:
        mapping:
          allowed_tools: '#/components/schemas/OpenAIChatCompletionToolChoiceAllowedTools'
          custom: '#/components/schemas/OpenAIChatCompletionToolChoiceCustomTool'
          function: '#/components/schemas/OpenAIChatCompletionToolChoiceFunctionTool'
        propertyName: type
      oneOf:
      - $ref: '#/components/schemas/OpenAIChatCompletionToolChoiceAllowedTools'
        title: OpenAIChatCompletionToolChoiceAllowedTools
      - $ref: '#/components/schemas/OpenAIChatCompletionToolChoiceFunctionTool'
        title: OpenAIChatCompletionToolChoiceFunctionTool
      - $ref: '#/components/schemas/OpenAIChatCompletionToolChoiceCustomTool'
        title: OpenAIChatCompletionToolChoiceCustomTool
      title: OpenAIChatCompletionToolChoiceAllowedTools | OpenAIChatCompletionToolChoiceFunctionTool | OpenAIChatCompletionToolChoiceCustomTool
    OpenAIResponseInputToolChoice:
      anyOf:
      - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
        title: OpenAIResponseInputToolChoiceMode
      - discriminator:
          mapping:
            allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
            custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
            file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
            function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
            mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
            web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
            web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
            web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
            web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
          propertyName: type
        oneOf:
        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
          title: OpenAIResponseInputToolChoiceAllowedTools
        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
          title: OpenAIResponseInputToolChoiceFileSearch
        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
          title: OpenAIResponseInputToolChoiceWebSearch
        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
          title: OpenAIResponseInputToolChoiceFunctionTool
        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
          title: OpenAIResponseInputToolChoiceMCPTool
        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
          title: OpenAIResponseInputToolChoiceCustomTool
        title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
      title: OpenAIResponseInputToolChoiceMode
    OpenAIResponseContentPart:
      discriminator:
        mapping:
          output_text: '#/components/schemas/OpenAIResponseContentPartOutputText'
          reasoning_text: '#/components/schemas/OpenAIResponseContentPartReasoningText'
          refusal: '#/components/schemas/OpenAIResponseContentPartRefusal'
        propertyName: type
      oneOf:
      - $ref: '#/components/schemas/OpenAIResponseContentPartOutputText'
        title: OpenAIResponseContentPartOutputText
      - $ref: '#/components/schemas/OpenAIResponseContentPartRefusal'
        title: OpenAIResponseContentPartRefusal
      - $ref: '#/components/schemas/OpenAIResponseContentPartReasoningText'
        title: OpenAIResponseContentPartReasoningText
      title: OpenAIResponseContentPartOutputText | OpenAIResponseContentPartRefusal | OpenAIResponseContentPartReasoningText
    MetricInResponse:
      description: A metric value included in API responses.
      properties:
        metric:
          title: Metric
          type: string
        value:
          anyOf:
          - type: integer
          - type: number
          title: integer | number
        unit:
          anyOf:
          - type: string
          - type: 'null'
          nullable: true
      required:
      - metric
      - value
      title: MetricInResponse
      type: object
    TextDelta:
      description: A text content delta for streaming responses.
      properties:
        type:
          const: text
          default: text
          title: Type
          type: string
        text:
          title: Text
          type: string
      required:
      - text
      title: TextDelta
      type: object
    ImageDelta:
      description: An image content delta for streaming responses.
      properties:
        type:
          const: image
          default: image
          title: Type
          type: string
        image:
          format: binary
          title: Image
          type: string
      required:
      - image
      title: ImageDelta
      type: object
    Fp8QuantizationConfig:
      description: Configuration for 8-bit floating point quantization.
      properties:
        type:
          const: fp8_mixed
          default: fp8_mixed
          title: Type
          type: string
      title: Fp8QuantizationConfig
      type: object
    Bf16QuantizationConfig:
      description: Configuration for BFloat16 precision (typically no quantization).
      properties:
        type:
          const: bf16
          default: bf16
          title: Type
          type: string
      title: Bf16QuantizationConfig
      type: object
    Int4QuantizationConfig:
      description: Configuration for 4-bit integer quantization.
      properties:
        type:
          const: int4_mixed
          default: int4_mixed
          title: Type
          type: string
        scheme:
          anyOf:
          - type: string
          - type: 'null'
          default: int4_weight_int8_dynamic_activation
      title: Int4QuantizationConfig
      type: object
    UserMessage:
      description: A message from the user in a chat conversation.
      properties:
        role:
          const: user
          default: user
          title: Role
          type: string
        content:
          anyOf:
          - type: string
          - discriminator:
              mapping:
                image: '#/components/schemas/ImageContentItem'
                text: '#/components/schemas/TextContentItem'
              propertyName: type
            oneOf:
            - $ref: '#/components/schemas/ImageContentItem'
              title: ImageContentItem
            - $ref: '#/components/schemas/TextContentItem'
              title: TextContentItem
            title: ImageContentItem | TextContentItem
          - items:
              discriminator:
                mapping:
                  image: '#/components/schemas/ImageContentItem'
                  text: '#/components/schemas/TextContentItem'
                propertyName: type
              oneOf:
              - $ref: '#/components/schemas/ImageContentItem'
                title: ImageContentItem
              - $ref: '#/components/schemas/TextContentItem'
                title: TextContentItem
              title: ImageContentItem | TextContentItem
            type: array
            title: list[ImageContentItem | TextContentItem]
          title: string | list[ImageContentItem | TextContentItem]
        context:
          anyOf:
          - type: string
          - discriminator:
              mapping:
                image: '#/components/schemas/ImageContentItem'
                text: '#/components/schemas/TextContentItem'
              propertyName: type
            oneOf:
            - $ref: '#/components/schemas/ImageContentItem'
              title: ImageContentItem
            - $ref: '#/components/schemas/TextContentItem'
              title: TextContentItem
            title: ImageContentItem | TextContentItem
          - items:
              discriminator:
                mapping:
                  image: '#/components/schemas/ImageContentItem'
                  text: '#/components/schemas/TextContentItem'
                propertyName: type
              oneOf:
              - $ref: '#/components/schemas/ImageContentItem'
                title: ImageContentItem
              - $ref: '#/components/schemas/TextContentItem'
                title: TextContentItem
              title: ImageContentItem | TextContentItem
            type: array
            title: list[ImageContentItem | TextContentItem]
          - type: 'null'
          title: string | list[ImageContentItem | TextContentItem]
          nullable: true
      required:
      - content
      title: UserMessage
      type: object
    ToolResponseMessage:
      description: A message representing the result of a tool invocation.
      properties:
        role:
          const: tool
          default: tool
          title: Role
          type: string
        call_id:
          title: Call Id
          type: string
        content:
          anyOf:
          - type: string
          - discriminator:
              mapping:
                image: '#/components/schemas/ImageContentItem'
                text: '#/components/schemas/TextContentItem'
              propertyName: type
            oneOf:
            - $ref: '#/components/schemas/ImageContentItem'
              title: ImageContentItem
            - $ref: '#/components/schemas/TextContentItem'
              title: TextContentItem
            title: ImageContentItem | TextContentItem
          - items:
              discriminator:
                mapping:
                  image: '#/components/schemas/ImageContentItem'
                  text: '#/components/schemas/TextContentItem'
                propertyName: type
              oneOf:
              - $ref: '#/components/schemas/ImageContentItem'
                title: ImageContentItem
              - $ref: '#/components/schemas/TextContentItem'
                title: TextContentItem
              title: ImageContentItem | TextContentItem
            type: array
            title: list[ImageContentItem | TextContentItem]
          title: string | list[ImageContentItem | TextContentItem]
      required:
      - call_id
      - content
      title: ToolResponseMessage
      type: object
    TokenLogProbs:
      description: Log probabilities for generated tokens.
      properties:
        logprobs_by_token:
          additionalProperties:
            type: number
          title: Logprobs By Token
          type: object
      required:
      - logprobs_by_token
      title: TokenLogProbs
      type: object
    EmbeddingsResponse:
      description: Response containing generated embeddings.
      properties:
        embeddings:
          items:
            items:
              type: number
            type: array
          title: Embeddings
          type: array
      required:
      - embeddings
      title: EmbeddingsResponse
      type: object
    OpenAICompletionLogprobs:
      description: |-
        The log probabilities for the tokens in the message from an OpenAI-compatible completion response.

        :text_offset: (Optional) The offset of the token in the text
        :token_logprobs: (Optional) The log probabilities for the tokens
        :tokens: (Optional) The tokens
        :top_logprobs: (Optional) The top log probabilities for the tokens
      properties:
        text_offset:
          anyOf:
          - items:
              type: integer
            type: array
          - type: 'null'
          nullable: true
        token_logprobs:
          anyOf:
          - items:
              type: number
            type: array
          - type: 'null'
          nullable: true
        tokens:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          nullable: true
        top_logprobs:
          anyOf:
          - items:
              additionalProperties:
                type: number
              type: object
            type: array
          - type: 'null'
          nullable: true
      title: OpenAICompletionLogprobs
      type: object
    VectorStoreCreateRequest:
      description: Request to create a vector store.
      properties:
        name:
          anyOf:
          - type: string
          - type: 'null'
          nullable: true
        file_ids:
          items:
            type: string
          title: File Ids
          type: array
        expires_after:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          nullable: true
        chunking_strategy:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          nullable: true
        metadata:
          additionalProperties: true
          title: Metadata
          type: object
      title: VectorStoreCreateRequest
      type: object
    VectorStoreModifyRequest:
      description: Request to modify a vector store.
      properties:
        name:
          anyOf:
          - type: string
          - type: 'null'
          nullable: true
        expires_after:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          nullable: true
        metadata:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          nullable: true
      title: VectorStoreModifyRequest
      type: object
    VectorStoreSearchRequest:
      description: Request to search a vector store.
      properties:
        query:
          anyOf:
          - type: string
          - items:
              type: string
            type: array
            title: list[string]
          title: string | list[string]
        filters:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          nullable: true
        max_num_results:
          default: 10
          title: Max Num Results
          type: integer
        ranking_options:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          nullable: true
        rewrite_query:
          default: false
          title: Rewrite Query
          type: boolean
      required:
      - query
      title: VectorStoreSearchRequest
      type: object
    DialogType:
      description: Parameter type for dialog data with semantic output labels.
      properties:
        type:
          const: dialog
          default: dialog
          title: Type
          type: string
      title: DialogType
      type: object
    ConversationMessage:
      description: OpenAI-compatible message item for conversations.
      properties:
        id:
          description: unique identifier for this message
          title: Id
          type: string
        content:
          description: message content
          items:
            additionalProperties: true
            type: object
          title: Content
          type: array
        role:
          description: message role
          title: Role
          type: string
        status:
          description: message status
          title: Status
          type: string
        type:
          const: message
          default: message
          title: Type
          type: string
        object:
          const: message
          default: message
          title: Object
          type: string
      required:
      - id
      - content
      - role
      - status
      title: ConversationMessage
      type: object
    ConversationItemCreateRequest:
      description: Request body for creating conversation items.
      properties:
        items:
          description: Items to include in the conversation context. You may add up to 20 items at a time.
          items:
            discriminator:
              mapping:
                file_search_call: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
                function_call: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
                function_call_output: '#/components/schemas/OpenAIResponseInputFunctionToolCallOutput'
                mcp_approval_request: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
                mcp_approval_response: '#/components/schemas/OpenAIResponseMCPApprovalResponse'
                mcp_call: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
                mcp_list_tools: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
                message: '#/components/schemas/OpenAIResponseMessage'
                web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
              propertyName: type
            oneOf:
            - $ref: '#/components/schemas/OpenAIResponseMessage'
              title: OpenAIResponseMessage
            - $ref: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
              title: OpenAIResponseOutputMessageWebSearchToolCall
            - $ref: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
              title: OpenAIResponseOutputMessageFileSearchToolCall
            - $ref: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
              title: OpenAIResponseOutputMessageFunctionToolCall
            - $ref: '#/components/schemas/OpenAIResponseInputFunctionToolCallOutput'
              title: OpenAIResponseInputFunctionToolCallOutput
            - $ref: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
              title: OpenAIResponseMCPApprovalRequest
            - $ref: '#/components/schemas/OpenAIResponseMCPApprovalResponse'
              title: OpenAIResponseMCPApprovalResponse
            - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
              title: OpenAIResponseOutputMessageMCPCall
            - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
              title: OpenAIResponseOutputMessageMCPListTools
            title: OpenAIResponseMessage | ... (9 variants)
          maxItems: 20
          title: Items
          type: array
      required:
      - items
      title: ConversationItemCreateRequest
      type: object
    ToolGroupInput:
      description: Input data for registering a tool group.
      properties:
        toolgroup_id:
          title: Toolgroup Id
          type: string
        provider_id:
          title: Provider Id
          type: string
        args:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          nullable: true
        mcp_endpoint:
          anyOf:
          - $ref: '#/components/schemas/URL'
            title: URL
          - type: 'null'
          nullable: true
          title: URL
      required:
      - toolgroup_id
      - provider_id
      title: ToolGroupInput
      type: object
    Api:
      description: Enumeration of all available APIs in the Llama Stack system.
      enum:
      - providers
      - inference
      - safety
      - agents
      - batches
      - vector_io
      - datasetio
      - scoring
      - eval
      - post_training
      - tool_runtime
      - models
      - shields
      - vector_stores
      - datasets
      - scoring_functions
      - benchmarks
      - tool_groups
      - files
      - prompts
      - conversations
      - inspect
      title: Api
      type: string
    ProviderSpec:
      properties:
        api:
          $ref: '#/components/schemas/Api'
        provider_type:
          title: Provider Type
          type: string
        config_class:
          description: Fully-qualified classname of the config for this provider
          title: Config Class
          type: string
        api_dependencies:
          description: Higher-level API surfaces may depend on other providers to provide their functionality
          items:
            $ref: '#/components/schemas/Api'
          title: Api Dependencies
          type: array
        optional_api_dependencies:
          items:
            $ref: '#/components/schemas/Api'
          title: Optional Api Dependencies
          type: array
        deprecation_warning:
          anyOf:
          - type: string
          - type: 'null'
          description: If this provider is deprecated, specify the warning message here
          nullable: true
        deprecation_error:
          anyOf:
          - type: string
          - type: 'null'
          description: If this provider is deprecated and does NOT work, specify the error message here
          nullable: true
        module:
          anyOf:
          - type: string
          - type: 'null'
          description: |2-

             Fully-qualified name of the module to import. The module is expected to have:

              - `get_adapter_impl(config, deps)`: returns the adapter implementation

              Example: `module: ramalama_stack`

          nullable: true
        pip_packages:
          description: The pip dependencies needed for this implementation
          items:
            type: string
          title: Pip Packages
          type: array
        provider_data_validator:
          anyOf:
          - type: string
          - type: 'null'
          nullable: true
        is_external:
          default: false
          description: Notes whether this provider is an external provider.
          title: Is External
          type: boolean
        deps__:
          items:
            type: string
          title: Deps
          type: array
      required:
      - api
      - provider_type
      - config_class
      title: ProviderSpec
      type: object
    InlineProviderSpec:
      properties:
        api:
          $ref: '#/components/schemas/Api'
        provider_type:
          title: Provider Type
          type: string
        config_class:
          description: Fully-qualified classname of the config for this provider
          title: Config Class
          type: string
        api_dependencies:
          description: Higher-level API surfaces may depend on other providers to provide their functionality
          items:
            $ref: '#/components/schemas/Api'
          title: Api Dependencies
          type: array
        optional_api_dependencies:
          items:
            $ref: '#/components/schemas/Api'
          title: Optional Api Dependencies
          type: array
        deprecation_warning:
          anyOf:
          - type: string
          - type: 'null'
          description: If this provider is deprecated, specify the warning message here
          nullable: true
        deprecation_error:
          anyOf:
          - type: string
          - type: 'null'
          description: If this provider is deprecated and does NOT work, specify the error message here
          nullable: true
        module:
          anyOf:
          - type: string
          - type: 'null'
          description: |2-

             Fully-qualified name of the module to import. The module is expected to have:

              - `get_adapter_impl(config, deps)`: returns the adapter implementation

              Example: `module: ramalama_stack`

          nullable: true
        pip_packages:
          description: The pip dependencies needed for this implementation
          items:
            type: string
          title: Pip Packages
          type: array
        provider_data_validator:
          anyOf:
          - type: string
          - type: 'null'
          nullable: true
        is_external:
          default: false
          description: Notes whether this provider is an external provider.
          title: Is External
          type: boolean
        deps__:
          items:
            type: string
          title: Deps
          type: array
        container_image:
          anyOf:
          - type: string
          - type: 'null'
          description: |2

            The container image to use for this implementation. If one is provided, pip_packages will be ignored.
            If a provider depends on other providers, the dependencies MUST NOT specify a container image.
          nullable: true
        description:
          anyOf:
          - type: string
          - type: 'null'
          description: |2

            A description of the provider. This is used to display in the documentation.
          nullable: true
      required:
      - api
      - provider_type
      - config_class
      title: InlineProviderSpec
      type: object
    RemoteProviderSpec:
      properties:
        api:
          $ref: '#/components/schemas/Api'
        provider_type:
          title: Provider Type
          type: string
        config_class:
          description: Fully-qualified classname of the config for this provider
          title: Config Class
          type: string
        api_dependencies:
          description: Higher-level API surfaces may depend on other providers to provide their functionality
          items:
            $ref: '#/components/schemas/Api'
          title: Api Dependencies
          type: array
        optional_api_dependencies:
          items:
            $ref: '#/components/schemas/Api'
          title: Optional Api Dependencies
          type: array
        deprecation_warning:
          anyOf:
          - type: string
          - type: 'null'
          description: If this provider is deprecated, specify the warning message here
          nullable: true
        deprecation_error:
          anyOf:
          - type: string
          - type: 'null'
          description: If this provider is deprecated and does NOT work, specify the error message here
          nullable: true
        module:
          anyOf:
          - type: string
          - type: 'null'
          description: |2-

             Fully-qualified name of the module to import. The module is expected to have:

              - `get_adapter_impl(config, deps)`: returns the adapter implementation

              Example: `module: ramalama_stack`

          nullable: true
        pip_packages:
          description: The pip dependencies needed for this implementation
          items:
            type: string
          title: Pip Packages
          type: array
        provider_data_validator:
          anyOf:
          - type: string
          - type: 'null'
          nullable: true
        is_external:
          default: false
          description: Notes whether this provider is an external provider.
          title: Is External
          type: boolean
        deps__:
          items:
            type: string
          title: Deps
          type: array
        adapter_type:
          description: Unique identifier for this adapter
          title: Adapter Type
          type: string
        description:
          anyOf:
          - type: string
          - type: 'null'
          description: |2

            A description of the provider. This is used to display in the documentation.
          nullable: true
      required:
      - api
      - provider_type
      - config_class
      - adapter_type
      title: RemoteProviderSpec
      type: object
    PostTrainingJobLogStream:
      description: Stream of logs from a finetuning job.
      properties:
        job_uuid:
          title: Job Uuid
          type: string
        log_lines:
          items:
            type: string
          title: Log Lines
          type: array
      required:
      - job_uuid
      - log_lines
      title: PostTrainingJobLogStream
      type: object
    RLHFAlgorithm:
      description: Available reinforcement learning from human feedback algorithms.
      enum:
      - dpo
      title: RLHFAlgorithm
      type: string
    PostTrainingRLHFRequest:
      description: Request to finetune a model using reinforcement learning from human feedback.
      properties:
        job_uuid:
          title: Job Uuid
          type: string
        finetuned_model:
          $ref: '#/components/schemas/URL'
        dataset_id:
          title: Dataset Id
          type: string
        validation_dataset_id:
          title: Validation Dataset Id
          type: string
        algorithm:
          $ref: '#/components/schemas/RLHFAlgorithm'
        algorithm_config:
          $ref: '#/components/schemas/DPOAlignmentConfig'
        optimizer_config:
          $ref: '#/components/schemas/OptimizerConfig'
        training_config:
          $ref: '#/components/schemas/TrainingConfig'
        hyperparam_search_config:
          additionalProperties: true
          title: Hyperparam Search Config
          type: object
        logger_config:
          additionalProperties: true
          title: Logger Config
          type: object
      required:
      - job_uuid
      - finetuned_model
      - dataset_id
      - validation_dataset_id
      - algorithm
      - algorithm_config
      - optimizer_config
      - training_config
      - hyperparam_search_config
      - logger_config
      title: PostTrainingRLHFRequest
      type: object
  responses:
    BadRequest400:
      description: The request was invalid or malformed
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
          example:
            status: 400
            title: Bad Request
            detail: The request was invalid or malformed
    TooManyRequests429:
      description: The client has sent too many requests in a given amount of time
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
          example:
            status: 429
            title: Too Many Requests
            detail: You have exceeded the rate limit. Please try again later.
    InternalServerError500:
      description: The server encountered an unexpected error
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
          example:
            status: 500
            title: Internal Server Error
            detail: An unexpected error occurred
    DefaultError:
      description: An error occurred
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
tags:
- description: APIs for creating and interacting with agentic systems.
  name: Agents
  x-displayName: Agents
- description: |-
    The API is designed to allow use of openai client libraries for seamless integration.

    This API provides the following extensions:
     - idempotent batch creation

    Note: This API is currently under active development and may undergo changes.
  name: Batches
  x-displayName: The Batches API enables efficient processing of multiple requests in a single operation, particularly useful for processing large datasets, batch evaluation workflows, and cost-effective inference at scale.
- description: ''
  name: Benchmarks
- description: Protocol for conversation management operations.
  name: Conversations
  x-displayName: Conversations
- description: ''
  name: DatasetIO
- description: ''
  name: Datasets
- description: Llama Stack Evaluation API for running evaluations on model and agent candidates.
  name: Eval
  x-displayName: Evaluations
- description: This API is used to upload documents that can be used with other Llama Stack APIs.
  name: Files
  x-displayName: Files
- description: |-
    Llama Stack Inference API for generating completions, chat completions, and embeddings.

    This API provides the raw interface to the underlying models. Three kinds of models are supported:
    - LLM models: these models generate "raw" and "chat" (conversational) completions.
    - Embedding models: these models generate embeddings to be used for semantic search.
    - Rerank models: these models reorder the documents based on their relevance to a query.
  name: Inference
  x-displayName: Inference
- description: APIs for inspecting the Llama Stack service, including health status, available API routes with methods and implementing providers.
  name: Inspect
  x-displayName: Inspect
- description: ''
  name: Models
- description: ''
  name: PostTraining (Coming Soon)
- description: Protocol for prompt management operations.
  name: Prompts
  x-displayName: Prompts
- description: Providers API for inspecting, listing, and modifying providers and their configurations.
  name: Providers
  x-displayName: Providers
- description: OpenAI-compatible Moderations API.
  name: Safety
  x-displayName: Safety
- description: ''
  name: Scoring
- description: ''
  name: ScoringFunctions
- description: ''
  name: Shields
- description: ''
  name: ToolGroups
- description: ''
  name: ToolRuntime
- description: ''
  name: VectorIO
x-tagGroups:
- name: Operations
  tags:
  - Agents
  - Batches
  - Benchmarks
  - Conversations
  - DatasetIO
  - Datasets
  - Eval
  - Files
  - Inference
  - Inspect
  - Models
  - PostTraining (Coming Soon)
  - Prompts
  - Providers
  - Safety
  - Scoring
  - ScoringFunctions
  - Shields
  - ToolGroups
  - ToolRuntime
  - VectorIO
security:
- Default: []