openapi: 3.1.0
info:
  title: Llama Stack Specification
  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.

        **✅ STABLE**: Production-ready APIs with backward compatibility guarantees.
  version: v1
servers:
- url: http://any-hosted-llama-stack.com
paths:
  /v1/batches:
    get:
      responses:
        '200':
          description: A list of batch objects.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListBatchesResponse'
        '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:
      - Batches
      summary: List all batches for the current user.
      description: List all batches for the current user.
      operationId: list_batches_v1_batches_get
      parameters:
      - name: after
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Optional cursor for pagination. Returns batches after this ID.
          title: After
        description: Optional cursor for pagination. Returns batches after this ID.
      - name: limit
        in: query
        required: false
        schema:
          type: integer
          description: Maximum number of batches to return. Defaults to 20.
          default: 20
          title: Limit
        description: Maximum number of batches to return. Defaults to 20.
    post:
      responses:
        '200':
          description: The created batch object.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Batch'
        '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
        '409':
          description: 'Conflict: The idempotency key was previously used with different parameters.'
      tags:
      - Batches
      summary: Create a new batch for processing multiple API requests.
      description: Create a new batch for processing multiple API requests.
      operationId: create_batch_v1_batches_post
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateBatchRequest'
  /v1/batches/{batch_id}:
    get:
      responses:
        '200':
          description: The batch object.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Batch'
        '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:
      - Batches
      summary: Retrieve information about a specific batch.
      description: Retrieve information about a specific batch.
      operationId: retrieve_batch_v1_batches__batch_id__get
      parameters:
      - name: batch_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the batch to retrieve.
          title: Batch Id
        description: The ID of the batch to retrieve.
  /v1/batches/{batch_id}/cancel:
    post:
      responses:
        '200':
          description: The updated batch object.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Batch'
        '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:
      - Batches
      summary: Cancel a batch that is in progress.
      description: Cancel a batch that is in progress.
      operationId: cancel_batch_v1_batches__batch_id__cancel_post
      parameters:
      - name: batch_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the batch to cancel.
          title: Batch Id
        description: The ID of the batch to cancel.
  /v1/chat/completions:
    get:
      responses:
        '200':
          description: A ListOpenAIChatCompletionResponse.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListOpenAIChatCompletionResponse'
        '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:
      - Inference
      summary: List chat completions.
      description: List chat completions.
      operationId: list_chat_completions_v1_chat_completions_get
      parameters:
      - name: after
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: The ID of the last chat completion to return.
          title: After
        description: The ID of the last chat completion to return.
      - name: limit
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
          - type: 'null'
          description: The maximum number of chat completions to return.
          default: 20
          title: Limit
        description: The maximum number of chat completions to return.
      - name: model
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: The model to filter by.
          title: Model
        description: The model to filter by.
      - name: order
        in: query
        required: false
        schema:
          anyOf:
          - $ref: '#/components/schemas/Order'
          - type: 'null'
          description: 'The order to sort the chat completions by: "asc" or "desc". Defaults to "desc".'
          default: desc
          title: Order
        description: 'The order to sort the chat completions by: "asc" or "desc". Defaults to "desc".'
    post:
      responses:
        '200':
          description: An OpenAIChatCompletion. When streaming, returns Server-Sent Events (SSE) with OpenAIChatCompletionChunk objects.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/OpenAIChatCompletion'
            text/event-stream:
              schema:
                $ref: '#/components/schemas/OpenAIChatCompletionChunk'
        '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:
      - Inference
      summary: Create chat completions.
      description: Generate an OpenAI-compatible chat completion for the given messages using the specified model.
      operationId: openai_chat_completion_v1_chat_completions_post
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/OpenAIChatCompletionRequestWithExtraBody'
  /v1/chat/completions/{completion_id}:
    get:
      responses:
        '200':
          description: A OpenAICompletionWithInputMessages.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/OpenAICompletionWithInputMessages'
        '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:
      - Inference
      summary: Get chat completion.
      description: Describe a chat completion by its ID.
      operationId: get_chat_completion_v1_chat_completions__completion_id__get
      parameters:
      - name: completion_id
        in: path
        required: true
        schema:
          type: string
          description: ID of the chat completion.
          title: Completion Id
        description: ID of the chat completion.
  /v1/completions:
    post:
      responses:
        '200':
          description: An OpenAICompletion. When streaming, returns Server-Sent Events (SSE) with OpenAICompletion chunks.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/OpenAICompletion'
            text/event-stream:
              schema:
                $ref: '#/components/schemas/OpenAICompletion'
        '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: Create completion.
      description: Generate an OpenAI-compatible completion for the given prompt using the specified model.
      operationId: openai_completion_v1_completions_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/OpenAICompletionRequestWithExtraBody'
        required: true
  /v1/conversations:
    post:
      responses:
        '200':
          description: The created conversation object.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Conversation'
        '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:
      - Conversations
      summary: Create a conversation.
      description: Create a conversation.
      operationId: create_conversation_v1_conversations_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateConversationRequest'
        required: true
  /v1/conversations/{conversation_id}:
    get:
      responses:
        '200':
          description: The conversation object.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Conversation'
        '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:
      - Conversations
      summary: Retrieve a conversation.
      description: Get a conversation with the given ID.
      operationId: get_conversation_v1_conversations__conversation_id__get
      parameters:
      - name: conversation_id
        in: path
        required: true
        schema:
          type: string
          description: The conversation identifier.
          title: Conversation Id
        description: The conversation identifier.
    post:
      responses:
        '200':
          description: The updated conversation object.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Conversation'
        '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:
      - Conversations
      summary: Update a conversation.
      description: Update a conversation's metadata with the given ID.
      operationId: update_conversation_v1_conversations__conversation_id__post
      parameters:
      - name: conversation_id
        in: path
        required: true
        schema:
          type: string
          description: The conversation identifier.
          title: Conversation Id
        description: The conversation identifier.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/UpdateConversationRequest'
    delete:
      responses:
        '200':
          description: The deleted conversation resource.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ConversationDeletedResource'
        '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:
      - Conversations
      summary: Delete a conversation.
      description: Delete a conversation with the given ID.
      operationId: delete_conversation_v1_conversations__conversation_id__delete
      parameters:
      - name: conversation_id
        in: path
        required: true
        schema:
          type: string
          description: The conversation identifier.
          title: Conversation Id
        description: The conversation identifier.
  /v1/conversations/{conversation_id}/items:
    get:
      responses:
        '200':
          description: List of conversation items.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ConversationItemList'
        '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:
      - Conversations
      summary: List items.
      description: List items in the conversation.
      operationId: list_items_v1_conversations__conversation_id__items_get
      parameters:
      - name: conversation_id
        in: path
        required: true
        schema:
          type: string
          description: The conversation identifier.
          title: Conversation Id
        description: The conversation identifier.
      - name: after
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          title: After
      - name: include
        in: query
        required: false
        schema:
          anyOf:
          - type: array
            items:
              $ref: '#/components/schemas/ConversationItemInclude'
          - type: 'null'
          title: Include
      - name: limit
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
          - type: 'null'
          title: Limit
      - name: order
        in: query
        required: false
        schema:
          anyOf:
          - enum:
            - asc
            - desc
            type: string
          - type: 'null'
          title: Order
    post:
      responses:
        '200':
          description: List of created items.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ConversationItemList'
        '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:
      - Conversations
      summary: Create items.
      description: Create items in the conversation.
      operationId: add_items_v1_conversations__conversation_id__items_post
      parameters:
      - name: conversation_id
        in: path
        required: true
        schema:
          type: string
          description: The conversation identifier.
          title: Conversation Id
        description: The conversation identifier.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/AddItemsRequest'
  /v1/conversations/{conversation_id}/items/{item_id}:
    get:
      responses:
        '200':
          description: The conversation item.
          content:
            application/json:
              schema:
                oneOf:
                - $ref: '#/components/schemas/OpenAIResponseMessage-Output'
                - $ref: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
                - $ref: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
                - $ref: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
                - $ref: '#/components/schemas/OpenAIResponseInputFunctionToolCallOutput'
                - $ref: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
                - $ref: '#/components/schemas/OpenAIResponseMCPApprovalResponse'
                - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
                - $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
                discriminator:
                  propertyName: type
                  mapping:
                    message: '#/components/schemas/OpenAIResponseMessage-Output'
                    web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
                    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'
                title: Response Retrieve Item V1 Conversations  Conversation Id  Items  Item Id  Get
        '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:
      - Conversations
      summary: Retrieve an item.
      description: Retrieve a conversation item.
      operationId: retrieve_item_v1_conversations__conversation_id__items__item_id__get
      parameters:
      - name: conversation_id
        in: path
        required: true
        schema:
          type: string
          description: The conversation identifier.
          title: Conversation Id
        description: The conversation identifier.
      - name: item_id
        in: path
        required: true
        schema:
          type: string
          description: The item identifier.
          title: Item Id
        description: The item identifier.
    delete:
      responses:
        '200':
          description: The deleted item resource.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ConversationItemDeletedResource'
        '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:
      - Conversations
      summary: Delete an item.
      description: Delete a conversation item.
      operationId: delete_item_v1_conversations__conversation_id__items__item_id__delete
      parameters:
      - name: conversation_id
        in: path
        required: true
        schema:
          type: string
          description: The conversation identifier.
          title: Conversation Id
        description: The conversation identifier.
      - name: item_id
        in: path
        required: true
        schema:
          type: string
          description: The item identifier.
          title: Item Id
        description: The item identifier.
  /v1/embeddings:
    post:
      responses:
        '200':
          description: An OpenAIEmbeddingsResponse containing the embeddings.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/OpenAIEmbeddingsResponse'
        '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: Create embeddings.
      description: Generate OpenAI-compatible embeddings for the given input using the specified model.
      operationId: openai_embeddings_v1_embeddings_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/OpenAIEmbeddingsRequestWithExtraBody'
        required: true
  /v1/files:
    get:
      responses:
        '200':
          description: The list of files.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListOpenAIFileResponse'
        '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:
      - Files
      summary: List files
      description: List files
      operationId: list_files_v1_files_get
      parameters:
      - name: after
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: A cursor for pagination. Returns files after this ID.
          title: After
        description: A cursor for pagination. Returns files after this ID.
      - name: limit
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
          - type: 'null'
          description: Maximum number of files to return (1-10,000).
          default: 10000
          title: Limit
        description: Maximum number of files to return (1-10,000).
      - name: order
        in: query
        required: false
        schema:
          anyOf:
          - $ref: '#/components/schemas/Order'
          - type: 'null'
          description: Sort order by created_at timestamp ('asc' or 'desc').
          default: desc
          title: Order
        description: Sort order by created_at timestamp ('asc' or 'desc').
      - name: purpose
        in: query
        required: false
        schema:
          anyOf:
          - $ref: '#/components/schemas/OpenAIFilePurpose'
          - type: 'null'
          description: Filter files by purpose.
          title: Purpose
        description: Filter files by purpose.
    post:
      responses:
        '200':
          description: The uploaded file.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/OpenAIFileObject'
        '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:
      - Files
      summary: Upload file
      description: Upload a file.
      operationId: upload_file_v1_files_post
      requestBody:
        required: true
        content:
          multipart/form-data:
            schema:
              $ref: '#/components/schemas/Body_upload_file_v1_files_post'
  /v1/files/{file_id}:
    get:
      responses:
        '200':
          description: The file.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/OpenAIFileObject'
        '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:
      - Files
      summary: Get file
      description: Get file
      operationId: get_file_v1_files__file_id__get
      parameters:
      - name: file_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the file to retrieve.
          title: File Id
        description: The ID of the file to retrieve.
    delete:
      responses:
        '200':
          description: The file was deleted.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/OpenAIFileDeleteResponse'
        '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:
      - Files
      summary: Delete file
      description: Delete file
      operationId: delete_file_v1_files__file_id__delete
      parameters:
      - name: file_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the file to delete.
          title: File Id
        description: The ID of the file to delete.
  /v1/files/{file_id}/content:
    get:
      responses:
        '200':
          description: The raw file content as a binary response.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Response'
        '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:
      - Files
      summary: Retrieve file content
      description: Retrieve file content
      operationId: retrieve_file_content_v1_files__file_id__content_get
      parameters:
      - name: file_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the file to retrieve content from.
          title: File Id
        description: The ID of the file to retrieve content from.
  /v1/health:
    get:
      responses:
        '200':
          description: Health information indicating if the service is operational.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HealthInfo'
        '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:
      - Inspect
      summary: Get health status.
      description: Get the current health status of the service.
      operationId: health_v1_health_get
      x-public: true
  /v1/inspect/routes:
    get:
      responses:
        '200':
          description: Response containing information about all available routes.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListRoutesResponse'
        '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:
      - Inspect
      summary: List routes.
      description: List all available API routes with their methods and implementing providers.
      operationId: list_routes_v1_inspect_routes_get
      parameters:
      - name: api_filter
        in: query
        required: false
        schema:
          anyOf:
          - enum:
            - v1
            - v1alpha
            - v1beta
            - deprecated
            type: string
          - type: 'null'
          description: Optional filter to control which routes are returned. Can be an API level ('v1', 'v1alpha', 'v1beta') to show non-deprecated routes at that level, or 'deprecated' to show deprecated routes across all levels. If not specified, returns all non-deprecated routes.
          title: Api Filter
        description: Optional filter to control which routes are returned. Can be an API level ('v1', 'v1alpha', 'v1beta') to show non-deprecated routes at that level, or 'deprecated' to show deprecated routes across all levels. If not specified, returns all non-deprecated routes.
  /v1/models:
    get:
      responses:
        '200':
          description: A list of OpenAI model objects.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/OpenAIListModelsResponse'
        '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:
      - Models
      summary: List models using the OpenAI API.
      description: List models using the OpenAI API.
      operationId: openai_list_models_v1_models_get
  /v1/models/{model_id}:
    get:
      responses:
        '200':
          description: The model object.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Model'
        '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:
      - Models
      summary: Get a model by its identifier.
      description: Get a model by its identifier.
      operationId: get_model_v1_models__model_id__get
      parameters:
      - name: model_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the model to get.
          title: Model Id
        description: The ID of the model to get.
  /v1/moderations:
    post:
      responses:
        '200':
          description: The moderation results for the input.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ModerationObject'
        '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:
      - Safety
      summary: Create Moderation
      description: Classifies if text inputs are potentially harmful. OpenAI-compatible endpoint.
      operationId: run_moderation_v1_moderations_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/RunModerationRequest'
        required: true
  /v1/prompts:
    get:
      responses:
        '200':
          description: A ListPromptsResponse containing all prompts.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListPromptsResponse'
        '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:
      - Prompts
      summary: List all prompts.
      description: List all prompts.
      operationId: list_prompts_v1_prompts_get
    post:
      responses:
        '200':
          description: The created Prompt resource.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Prompt'
        '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:
      - Prompts
      summary: Create a prompt.
      description: Create a new prompt.
      operationId: create_prompt_v1_prompts_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreatePromptRequest'
        required: true
  /v1/prompts/{prompt_id}:
    get:
      responses:
        '200':
          description: A Prompt resource.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Prompt'
        '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:
      - Prompts
      summary: Get a prompt.
      description: Get a prompt by its identifier and optional version.
      operationId: get_prompt_v1_prompts__prompt_id__get
      parameters:
      - name: prompt_id
        in: path
        required: true
        schema:
          type: string
          description: The identifier of the prompt to get.
          title: Prompt Id
        description: The identifier of the prompt to get.
      - name: version
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
          - type: 'null'
          description: The version of the prompt to get (defaults to latest).
          title: Version
        description: The version of the prompt to get (defaults to latest).
    put:
      responses:
        '200':
          description: The updated Prompt resource with incremented version.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Prompt'
        '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:
      - Prompts
      summary: Update a prompt.
      description: Update an existing prompt (increments version).
      operationId: update_prompt_v1_prompts__prompt_id__put
      parameters:
      - name: prompt_id
        in: path
        required: true
        schema:
          type: string
          description: The identifier of the prompt to update.
          title: Prompt Id
        description: The identifier of the prompt to update.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/UpdatePromptBodyRequest'
    delete:
      responses:
        '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
        '204':
          description: The prompt was successfully deleted.
      tags:
      - Prompts
      summary: Delete a prompt.
      description: Delete a prompt.
      operationId: delete_prompt_v1_prompts__prompt_id__delete
      parameters:
      - name: prompt_id
        in: path
        required: true
        schema:
          type: string
          description: The identifier of the prompt to delete.
          title: Prompt Id
        description: The identifier of the prompt to delete.
  /v1/prompts/{prompt_id}/set-default-version:
    put:
      responses:
        '200':
          description: The prompt with the specified version now set as default.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Prompt'
        '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:
      - Prompts
      summary: Set prompt version.
      description: Set which version of a prompt should be the default in get_prompt (latest).
      operationId: set_default_version_v1_prompts__prompt_id__set_default_version_put
      parameters:
      - name: prompt_id
        in: path
        required: true
        schema:
          type: string
          description: The identifier of the prompt.
          title: Prompt Id
        description: The identifier of the prompt.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/SetDefaultVersionBodyRequest'
  /v1/prompts/{prompt_id}/versions:
    get:
      responses:
        '200':
          description: A ListPromptsResponse containing all versions of the prompt.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListPromptsResponse'
        '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:
      - Prompts
      summary: List prompt versions.
      description: List all versions of a specific prompt.
      operationId: list_prompt_versions_v1_prompts__prompt_id__versions_get
      parameters:
      - name: prompt_id
        in: path
        required: true
        schema:
          type: string
          description: The identifier of the prompt to list versions for.
          title: Prompt Id
        description: The identifier of the prompt to list versions for.
  /v1/providers:
    get:
      responses:
        '200':
          description: A ListProvidersResponse containing information about all providers.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListProvidersResponse'
        '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:
      - Providers
      summary: List providers.
      description: List all available providers.
      operationId: list_providers_v1_providers_get
  /v1/providers/{provider_id}:
    get:
      responses:
        '200':
          description: A ProviderInfo object containing the provider's details.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ProviderInfo'
        '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:
      - Providers
      summary: Get provider.
      description: Get detailed information about a specific provider.
      operationId: inspect_provider_v1_providers__provider_id__get
      parameters:
      - name: provider_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the provider to inspect.
          title: Provider Id
        description: The ID of the provider to inspect.
  /v1/responses:
    get:
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListOpenAIResponseObject'
        '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:
      - Agents
      summary: List all responses.
      description: List all responses.
      operationId: list_openai_responses_v1_responses_get
      parameters:
      - name: after
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: The ID of the last response to return.
          title: After
        description: The ID of the last response to return.
      - name: limit
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
          - type: 'null'
          description: The number of responses to return.
          default: 50
          title: Limit
        description: The number of responses to return.
      - name: model
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: The model to filter responses by.
          title: Model
        description: The model to filter responses by.
      - name: order
        in: query
        required: false
        schema:
          anyOf:
          - $ref: '#/components/schemas/Order'
          - type: 'null'
          description: The order to sort responses by when sorted by created_at ('asc' or 'desc').
          default: desc
          title: Order
        description: The order to sort responses by when sorted by created_at ('asc' or 'desc').
    post:
      responses:
        '200':
          description: An OpenAIResponseObject or a stream of OpenAIResponseObjectStream.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/OpenAIResponseObject'
            text/event-stream:
              schema:
                $ref: '#/components/schemas/OpenAIResponseObjectStream'
        '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:
      - Agents
      summary: Create a model response.
      description: Create a model response.
      operationId: create_openai_response_v1_responses_post
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateResponseRequest'
  /v1/responses/{response_id}:
    get:
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/OpenAIResponseObject'
        '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:
      - Agents
      summary: Get a model response.
      description: Get a model response.
      operationId: get_openai_response_v1_responses__response_id__get
      parameters:
      - name: response_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the OpenAI response to retrieve.
          title: Response Id
        description: The ID of the OpenAI response to retrieve.
    delete:
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/OpenAIDeleteResponseObject'
        '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:
      - Agents
      summary: Delete a response.
      description: Delete a response.
      operationId: delete_openai_response_v1_responses__response_id__delete
      parameters:
      - name: response_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the OpenAI response to delete.
          title: Response Id
        description: The ID of the OpenAI response to delete.
  /v1/responses/{response_id}/input_items:
    get:
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListOpenAIResponseInputItem'
        '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:
      - Agents
      summary: List input items.
      description: List input items.
      operationId: list_openai_response_input_items_v1_responses__response_id__input_items_get
      parameters:
      - name: response_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the response to retrieve input items for.
          title: Response Id
        description: The ID of the response to retrieve input items for.
      - name: after
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: An item ID to list items after, used for pagination.
          title: After
        description: An item ID to list items after, used for pagination.
      - name: before
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: An item ID to list items before, used for pagination.
          title: Before
        description: An item ID to list items before, used for pagination.
      - name: include
        in: query
        required: false
        schema:
          anyOf:
          - type: array
            items:
              $ref: '#/components/schemas/ResponseItemInclude'
          - type: 'null'
          description: Additional fields to include in the response.
          title: Include
        description: Additional fields to include in the response.
      - name: limit
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
          - type: 'null'
          description: A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.
          default: 20
          title: Limit
        description: A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.
      - name: order
        in: query
        required: false
        schema:
          anyOf:
          - $ref: '#/components/schemas/Order'
          - type: 'null'
          description: The order to return the input items in.
          default: desc
          title: Order
        description: The order to return the input items in.
  /v1/safety/run-shield:
    post:
      responses:
        '200':
          description: The shield response indicating any violations detected.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/RunShieldResponse'
        '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:
      - Safety
      summary: Run Shield
      description: Run a safety shield on messages to check for policy violations.
      operationId: run_shield_v1_safety_run_shield_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/RunShieldRequest'
        required: true
  /v1/scoring-functions:
    get:
      responses:
        '200':
          description: A ListScoringFunctionsResponse.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListScoringFunctionsResponse'
        '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:
      - Scoring Functions
      summary: List all scoring functions.
      description: List all scoring functions.
      operationId: list_scoring_functions_v1_scoring_functions_get
  /v1/scoring-functions/{scoring_fn_id}:
    get:
      responses:
        '200':
          description: A ScoringFn.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ScoringFn'
        '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:
      - Scoring Functions
      summary: Get a scoring function by its ID.
      description: Get a scoring function by its ID.
      operationId: get_scoring_function_v1_scoring_functions__scoring_fn_id__get
      parameters:
      - name: scoring_fn_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the scoring function to get.
          title: Scoring Fn Id
        description: The ID of the scoring function to get.
  /v1/scoring/score:
    post:
      responses:
        '200':
          description: A ScoreResponse object containing rows and aggregated results.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ScoreResponse'
        '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:
      - Scoring
      summary: Score a list of rows.
      description: Score a list of rows.
      operationId: score_v1_scoring_score_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ScoreRequest'
        required: true
  /v1/scoring/score-batch:
    post:
      responses:
        '200':
          description: A ScoreBatchResponse.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ScoreBatchResponse'
        '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:
      - Scoring
      summary: Score a batch of rows.
      description: Score a batch of rows.
      operationId: score_batch_v1_scoring_score_batch_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ScoreBatchRequest'
        required: true
  /v1/shields:
    get:
      responses:
        '200':
          description: A ListShieldsResponse.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListShieldsResponse'
        '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:
      - Shields
      summary: List all shields.
      description: List all shields.
      operationId: list_shields_v1_shields_get
  /v1/shields/{identifier}:
    get:
      responses:
        '200':
          description: A Shield.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Shield'
        '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:
      - Shields
      summary: Get a shield by its identifier.
      description: Get a shield by its identifier.
      operationId: get_shield_v1_shields__identifier__get
      parameters:
      - name: identifier
        in: path
        required: true
        schema:
          type: string
          description: The identifier of the shield to get.
          title: Identifier
        description: The identifier of the shield to get.
  /v1/vector-io/insert:
    post:
      responses:
        '204':
          description: Chunks were inserted.
        '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:
      - VectorIO
      summary: Insert embedded chunks into a vector database.
      description: Insert embedded chunks into a vector database.
      operationId: insert_chunks_v1_vector_io_insert_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/InsertChunksRequest'
        required: true
  /v1/vector-io/query:
    post:
      responses:
        '200':
          description: A QueryChunksResponse.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/QueryChunksResponse'
        '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:
      - VectorIO
      summary: Query chunks from a vector database.
      description: Query chunks from a vector database.
      operationId: query_chunks_v1_vector_io_query_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/QueryChunksRequest'
        required: true
  /v1/vector_stores:
    get:
      responses:
        '200':
          description: A list of vector stores.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreListResponse'
        '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:
      - VectorIO
      summary: List vector stores (OpenAI-compatible).
      description: List vector stores (OpenAI-compatible).
      operationId: openai_list_vector_stores_v1_vector_stores_get
      parameters:
      - name: limit
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
          - type: 'null'
          description: Maximum number of vector stores to return.
          default: 20
          title: Limit
        description: Maximum number of vector stores to return.
      - name: order
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: 'Sort order by created_at: asc or desc.'
          default: desc
          title: Order
        description: 'Sort order by created_at: asc or desc.'
      - name: after
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Pagination cursor (after).
          title: After
        description: Pagination cursor (after).
      - name: before
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Pagination cursor (before).
          title: Before
        description: Pagination cursor (before).
    post:
      responses:
        '200':
          description: The created vector store.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreObject'
        '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:
      - VectorIO
      summary: Create a vector store (OpenAI-compatible).
      description: Create a vector store (OpenAI-compatible).
      operationId: openai_create_vector_store_v1_vector_stores_post
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/OpenAICreateVectorStoreRequestWithExtraBody'
  /v1/vector_stores/{vector_store_id}:
    get:
      responses:
        '200':
          description: The vector store.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreObject'
        '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:
      - VectorIO
      summary: Retrieve a vector store (OpenAI-compatible).
      description: Retrieve a vector store (OpenAI-compatible).
      operationId: openai_retrieve_vector_store_v1_vector_stores__vector_store_id__get
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The vector store identifier.
          title: Vector Store Id
        description: The vector store identifier.
    post:
      responses:
        '200':
          description: The updated vector store.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreObject'
        '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:
      - VectorIO
      summary: Update a vector store (OpenAI-compatible).
      description: Update a vector store (OpenAI-compatible).
      operationId: openai_update_vector_store_v1_vector_stores__vector_store_id__post
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The vector store identifier.
          title: Vector Store Id
        description: The vector store identifier.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/OpenAIUpdateVectorStoreRequest'
    delete:
      responses:
        '200':
          description: Vector store deleted.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreDeleteResponse'
        '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:
      - VectorIO
      summary: Delete a vector store (OpenAI-compatible).
      description: Delete a vector store (OpenAI-compatible).
      operationId: openai_delete_vector_store_v1_vector_stores__vector_store_id__delete
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The vector store identifier.
          title: Vector Store Id
        description: The vector store identifier.
  /v1/vector_stores/{vector_store_id}/file_batches:
    post:
      responses:
        '200':
          description: The created file batch.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreFileBatchObject'
        '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:
      - VectorIO
      summary: Create a vector store file batch (OpenAI-compatible).
      description: Create a vector store file batch (OpenAI-compatible).
      operationId: openai_create_vector_store_file_batch_v1_vector_stores__vector_store_id__file_batches_post
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The vector store identifier.
          title: Vector Store Id
        description: The vector store identifier.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/OpenAICreateVectorStoreFileBatchRequestWithExtraBody'
  /v1/vector_stores/{vector_store_id}/file_batches/{batch_id}:
    get:
      responses:
        '200':
          description: The file batch.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreFileBatchObject'
        '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:
      - VectorIO
      summary: Retrieve a vector store file batch (OpenAI-compatible).
      description: Retrieve a vector store file batch (OpenAI-compatible).
      operationId: openai_retrieve_vector_store_file_batch_v1_vector_stores__vector_store_id__file_batches__batch_id__get
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The vector store identifier.
          title: Vector Store Id
        description: The vector store identifier.
      - name: batch_id
        in: path
        required: true
        schema:
          type: string
          description: The file batch identifier.
          title: Batch Id
        description: The file batch identifier.
  /v1/vector_stores/{vector_store_id}/file_batches/{batch_id}/cancel:
    post:
      responses:
        '200':
          description: The cancelled file batch.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreFileBatchObject'
        '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:
      - VectorIO
      summary: Cancel a vector store file batch (OpenAI-compatible).
      description: Cancel a vector store file batch (OpenAI-compatible).
      operationId: openai_cancel_vector_store_file_batch_v1_vector_stores__vector_store_id__file_batches__batch_id__cancel_post
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The vector store identifier.
          title: Vector Store Id
        description: The vector store identifier.
      - name: batch_id
        in: path
        required: true
        schema:
          type: string
          description: The file batch identifier.
          title: Batch Id
        description: The file batch identifier.
  /v1/vector_stores/{vector_store_id}/file_batches/{batch_id}/files:
    get:
      responses:
        '200':
          description: A list of files in the file batch.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreFilesListInBatchResponse'
        '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:
      - VectorIO
      summary: List files in a vector store file batch (OpenAI-compatible).
      description: List files in a vector store file batch (OpenAI-compatible).
      operationId: openai_list_files_in_vector_store_file_batch_v1_vector_stores__vector_store_id__file_batches__batch_id__files_get
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The vector store identifier.
          title: Vector Store Id
        description: The vector store identifier.
      - name: batch_id
        in: path
        required: true
        schema:
          type: string
          description: The file batch identifier.
          title: Batch Id
        description: The file batch identifier.
      - name: after
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Pagination cursor (after).
          title: After
        description: Pagination cursor (after).
      - name: before
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Pagination cursor (before).
          title: Before
        description: Pagination cursor (before).
      - name: filter
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Filter by file status.
          title: Filter
        description: Filter by file status.
      - name: limit
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
          - type: 'null'
          description: Maximum number of files to return.
          default: 20
          title: Limit
        description: Maximum number of files to return.
      - name: order
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: 'Sort order by created_at: asc or desc.'
          default: desc
          title: Order
        description: 'Sort order by created_at: asc or desc.'
  /v1/vector_stores/{vector_store_id}/files:
    get:
      responses:
        '200':
          description: A list of files in the vector store.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreListFilesResponse'
        '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:
      - VectorIO
      summary: List files in a vector store (OpenAI-compatible).
      description: List files in a vector store (OpenAI-compatible).
      operationId: openai_list_files_in_vector_store_v1_vector_stores__vector_store_id__files_get
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The vector store identifier.
          title: Vector Store Id
        description: The vector store identifier.
      - name: limit
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
          - type: 'null'
          description: Maximum number of files to return.
          default: 20
          title: Limit
        description: Maximum number of files to return.
      - name: order
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: 'Sort order by created_at: asc or desc.'
          default: desc
          title: Order
        description: 'Sort order by created_at: asc or desc.'
      - name: after
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Pagination cursor (after).
          title: After
        description: Pagination cursor (after).
      - name: before
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Pagination cursor (before).
          title: Before
        description: Pagination cursor (before).
      - name: filter
        in: query
        required: false
        schema:
          description: Filter by file status.
          title: Filter
          type: string
          enum:
          - completed
          - in_progress
          - cancelled
          - failed
          default: completed
          nullable: true
        description: Filter by file status.
    post:
      responses:
        '200':
          description: The attached file.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreFileObject'
        '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:
      - VectorIO
      summary: Attach a file to a vector store (OpenAI-compatible).
      description: Attach a file to a vector store (OpenAI-compatible).
      operationId: openai_attach_file_to_vector_store_v1_vector_stores__vector_store_id__files_post
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The vector store identifier.
          title: Vector Store Id
        description: The vector store identifier.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/OpenAIAttachFileRequest'
  /v1/vector_stores/{vector_store_id}/files/{file_id}:
    get:
      responses:
        '200':
          description: The vector store file.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreFileObject'
        '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:
      - VectorIO
      summary: Retrieve a vector store file (OpenAI-compatible).
      description: Retrieve a vector store file (OpenAI-compatible).
      operationId: openai_retrieve_vector_store_file_v1_vector_stores__vector_store_id__files__file_id__get
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The vector store identifier.
          title: Vector Store Id
        description: The vector store identifier.
      - name: file_id
        in: path
        required: true
        schema:
          type: string
          description: The file identifier.
          title: File Id
        description: The file identifier.
    post:
      responses:
        '200':
          description: The updated vector store file.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreFileObject'
        '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:
      - VectorIO
      summary: Update a vector store file (OpenAI-compatible).
      description: Update a vector store file (OpenAI-compatible).
      operationId: openai_update_vector_store_file_v1_vector_stores__vector_store_id__files__file_id__post
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The vector store identifier.
          title: Vector Store Id
        description: The vector store identifier.
      - name: file_id
        in: path
        required: true
        schema:
          type: string
          description: The file identifier.
          title: File Id
        description: The file identifier.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/OpenAIUpdateVectorStoreFileRequest'
    delete:
      responses:
        '200':
          description: The vector store file was deleted.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreFileDeleteResponse'
        '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:
      - VectorIO
      summary: Delete a vector store file (OpenAI-compatible).
      description: Delete a vector store file (OpenAI-compatible).
      operationId: openai_delete_vector_store_file_v1_vector_stores__vector_store_id__files__file_id__delete
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The vector store identifier.
          title: Vector Store Id
        description: The vector store identifier.
      - name: file_id
        in: path
        required: true
        schema:
          type: string
          description: The file identifier.
          title: File Id
        description: The file identifier.
  /v1/vector_stores/{vector_store_id}/files/{file_id}/content:
    get:
      responses:
        '200':
          description: The vector store file contents.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreFileContentResponse'
        '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:
      - VectorIO
      summary: Retrieve vector store file contents (OpenAI-compatible).
      description: Retrieve vector store file contents (OpenAI-compatible).
      operationId: openai_retrieve_vector_store_file_contents_v1_vector_stores__vector_store_id__files__file_id__content_get
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The vector store identifier.
          title: Vector Store Id
        description: The vector store identifier.
      - name: file_id
        in: path
        required: true
        schema:
          type: string
          description: The file identifier.
          title: File Id
        description: The file identifier.
      - name: include_embeddings
        in: query
        required: false
        schema:
          anyOf:
          - type: boolean
          - type: 'null'
          description: Include embedding vectors.
          default: false
          title: Include Embeddings
        description: Include embedding vectors.
      - name: include_metadata
        in: query
        required: false
        schema:
          anyOf:
          - type: boolean
          - type: 'null'
          description: Include chunk metadata.
          default: false
          title: Include Metadata
        description: Include chunk metadata.
  /v1/vector_stores/{vector_store_id}/search:
    post:
      responses:
        '200':
          description: Search results.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreSearchResponsePage'
        '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:
      - VectorIO
      summary: Search a vector store (OpenAI-compatible).
      description: Search a vector store (OpenAI-compatible).
      operationId: openai_search_vector_store_v1_vector_stores__vector_store_id__search_post
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The vector store identifier.
          title: Vector Store Id
        description: The vector store identifier.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/OpenAISearchVectorStoreRequest'
  /v1/version:
    get:
      responses:
        '200':
          description: Version information containing the service version number.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VersionInfo'
        '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:
      - Inspect
      summary: Get version.
      description: Get the version of the service.
      operationId: version_v1_version_get
      x-public: 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.
    CreateBatchRequest:
      properties:
        input_file_id:
          type: string
          title: Input File Id
          description: The ID of an uploaded file containing requests for the batch.
        endpoint:
          type: string
          title: Endpoint
          description: The endpoint to be used for all requests in the batch.
        completion_window:
          type: string
          const: 24h
          title: Completion Window
          description: The time window within which the batch should be processed.
        metadata:
          anyOf:
          - additionalProperties:
              type: string
            type: object
          - type: 'null'
          description: Optional metadata for the batch.
        idempotency_key:
          anyOf:
          - type: string
          - type: 'null'
          description: Optional idempotency key. When provided, enables idempotent behavior.
      type: object
      required:
      - input_file_id
      - endpoint
      - completion_window
      title: CreateBatchRequest
      description: Request model for creating a batch.
    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
    Order:
      type: string
      enum:
      - asc
      - desc
      title: Order
      description: Sort order for paginated responses.
    ListOpenAIChatCompletionResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/OpenAICompletionWithInputMessages'
          type: array
          title: Data
          description: List of chat completion objects with their input messages.
        has_more:
          type: boolean
          title: Has More
          description: Whether there are more completions available beyond this list.
        first_id:
          type: string
          title: First Id
          description: ID of the first completion in this list.
        last_id:
          type: string
          title: Last Id
          description: ID of the last completion in this list.
        object:
          type: string
          const: list
          title: Object
          description: Must be 'list' to identify this as a list response.
          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
          description: Must be 'assistant' to identify this as the model's response.
          title: Role
          type: string
        content:
          anyOf:
          - type: string
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
            type: array
            title: list[OpenAIChatCompletionContentPartTextParam]
          - type: 'null'
          description: The content of the model's response.
          title: string | list[OpenAIChatCompletionContentPartTextParam]
          nullable: true
        name:
          anyOf:
          - type: string
          - type: 'null'
          description: The name of the assistant message participant.
          nullable: true
        tool_calls:
          anyOf:
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionToolCall'
            type: array
          - type: 'null'
          description: List of tool calls. Each tool call is an OpenAIChatCompletionToolCall object.
          nullable: true
      title: OpenAIAssistantMessageParam
      type: object
    OpenAIChatCompletionContentPartImageParam:
      properties:
        type:
          type: string
          const: image_url
          title: Type
          description: Must be 'image_url' to identify this as image content.
          default: image_url
        image_url:
          $ref: '#/components/schemas/OpenAIImageURL'
          description: Image URL specification and processing details.
      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
          description: Must be 'text' to identify this as text content.
          default: text
        text:
          type: string
          title: Text
          description: The text content of the message.
      type: object
      required:
      - text
      title: OpenAIChatCompletionContentPartTextParam
      description: Text content part for OpenAI-compatible chat completion messages.
    OpenAIChatCompletionToolCall:
      properties:
        index:
          anyOf:
          - type: integer
            minimum: 0.0
          - type: 'null'
          description: Index of the tool call in the list.
        id:
          anyOf:
          - type: string
          - type: 'null'
          description: Unique identifier for the tool call.
        type:
          type: string
          const: function
          title: Type
          description: Must be 'function' to identify this as a function call.
          default: function
        function:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChatCompletionToolCallFunction'
            title: OpenAIChatCompletionToolCallFunction
          - type: 'null'
          description: Function call details.
          title: OpenAIChatCompletionToolCallFunction
      type: object
      title: OpenAIChatCompletionToolCall
      description: Tool call specification for OpenAI-compatible chat completion responses.
    OpenAIChatCompletionToolCallFunction:
      properties:
        name:
          anyOf:
          - type: string
          - type: 'null'
          description: Name of the function to call.
        arguments:
          anyOf:
          - type: string
          - type: 'null'
          description: Arguments to pass to the function as a JSON string.
      type: object
      title: OpenAIChatCompletionToolCallFunction
      description: Function call details for OpenAI-compatible tool calls.
    OpenAIChatCompletionUsage:
      properties:
        prompt_tokens:
          type: integer
          minimum: 0.0
          title: Prompt Tokens
          description: Number of tokens in the prompt.
        completion_tokens:
          type: integer
          minimum: 0.0
          title: Completion Tokens
          description: Number of tokens in the completion.
        total_tokens:
          type: integer
          minimum: 0.0
          title: Total Tokens
          description: Total tokens used (prompt + completion).
        prompt_tokens_details:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChatCompletionUsagePromptTokensDetails'
            title: OpenAIChatCompletionUsagePromptTokensDetails
          - type: 'null'
          description: Detailed breakdown of input token usage.
          title: OpenAIChatCompletionUsagePromptTokensDetails
        completion_tokens_details:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChatCompletionUsageCompletionTokensDetails'
            title: OpenAIChatCompletionUsageCompletionTokensDetails
          - type: 'null'
          description: Detailed breakdown of output token usage.
          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)
          description: The message from the model.
          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
          enum:
          - stop
          - length
          - tool_calls
          - content_filter
          - function_call
          title: Finish Reason
          description: The reason the model stopped generating.
        index:
          type: integer
          minimum: 0.0
          title: Index
          description: The index of the choice.
        logprobs:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChoiceLogprobs'
            title: OpenAIChoiceLogprobs
          - type: 'null'
          description: The log probabilities for the tokens in the message.
          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'
          description: The log probabilities for the tokens in the message.
        refusal:
          anyOf:
          - items:
              $ref: '#/components/schemas/OpenAITokenLogProb'
            type: array
          - type: 'null'
          description: The log probabilities for the refusal tokens.
      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
          description: Must be 'developer' to identify this as a developer message.
          default: developer
        content:
          anyOf:
          - type: string
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
            type: array
            title: list[OpenAIChatCompletionContentPartTextParam]
          title: string | list[OpenAIChatCompletionContentPartTextParam]
          description: The content of the developer message.
        name:
          anyOf:
          - type: string
          - type: 'null'
          description: The name of the developer message participant.
      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
          description: Must be 'file' to identify this as file content.
          default: file
        file:
          $ref: '#/components/schemas/OpenAIFileFile'
          description: File specification.
      type: object
      required:
      - file
      title: OpenAIFile
    OpenAIFileFile:
      properties:
        file_data:
          anyOf:
          - type: string
          - type: 'null'
          description: Base64-encoded file data.
        file_id:
          anyOf:
          - type: string
          - type: 'null'
          description: ID of an uploaded file.
        filename:
          anyOf:
          - type: string
          - type: 'null'
          description: Name of the file.
      type: object
      title: OpenAIFileFile
      description: File reference for OpenAI-compatible file content.
    OpenAIImageURL:
      properties:
        url:
          type: string
          title: Url
          description: URL of the image to include in the message.
        detail:
          anyOf:
          - type: string
            enum:
            - low
            - high
            - auto
          - type: 'null'
          description: Level of detail for image processing. Can be 'low', 'high', or 'auto'.
      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
          description: Must be 'system' to identify this as a system message.
          default: system
        content:
          anyOf:
          - type: string
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
            type: array
            title: list[OpenAIChatCompletionContentPartTextParam]
          title: string | list[OpenAIChatCompletionContentPartTextParam]
          description: The content of the 'system prompt'. If multiple system messages are provided, they are concatenated.
        name:
          anyOf:
          - type: string
          - type: 'null'
          description: The name of the system message participant.
      type: object
      required:
      - content
      title: OpenAISystemMessageParam
      description: A system message providing instructions or context to the model.
    OpenAITokenLogProb:
      properties:
        token:
          type: string
          title: Token
          description: The token.
        bytes:
          anyOf:
          - items:
              type: integer
            type: array
          - type: 'null'
          description: The bytes for the token.
        logprob:
          type: number
          title: Logprob
          description: The log probability of the token.
        top_logprobs:
          anyOf:
          - items:
              $ref: '#/components/schemas/OpenAITopLogProb'
            type: array
          - type: 'null'
          description: The top log probabilities for the token.
      type: object
      required:
      - token
      - logprob
      title: OpenAITokenLogProb
      description: The log probability for a token from an OpenAI-compatible chat completion response.
    OpenAIToolMessageParam:
      properties:
        role:
          type: string
          const: tool
          title: Role
          description: Must be 'tool' to identify this as a tool response.
          default: tool
        tool_call_id:
          type: string
          title: Tool Call Id
          description: Unique identifier for the tool call this response is for.
        content:
          anyOf:
          - type: string
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
            type: array
            title: list[OpenAIChatCompletionContentPartTextParam]
          title: string | list[OpenAIChatCompletionContentPartTextParam]
          description: The response content from the tool.
      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
          description: The token.
        bytes:
          anyOf:
          - items:
              type: integer
            type: array
          - type: 'null'
          description: The bytes for the token.
        logprob:
          type: number
          title: Logprob
          description: The log probability of the token.
      type: object
      required:
      - token
      - logprob
      title: OpenAITopLogProb
      description: The top log probability for a token from an OpenAI-compatible chat completion response.
    OpenAIUserMessageParam:
      description: A message from the user in an OpenAI-compatible chat completion request.
      properties:
        role:
          const: user
          default: user
          description: Must be 'user' to identify this as a user message.
          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]
          description: The content of the message, which can include text and other media.
          title: string | list[OpenAIChatCompletionContentPartTextParam | OpenAIChatCompletionContentPartImageParam | OpenAIFile]
        name:
          anyOf:
          - type: string
          - type: 'null'
          description: The name of the user message participant.
          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
          description: Must be 'json_object' to indicate generic JSON object response format.
          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
          description: Must be 'json_schema' to indicate structured JSON response format.
          default: json_schema
        json_schema:
          $ref: '#/components/schemas/OpenAIJSONSchema'
          description: The JSON schema specification for the response.
      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
          description: Must be 'text' to indicate plain text response format.
          default: text
      type: object
      title: OpenAIResponseFormatText
      description: Text response format for OpenAI-compatible chat completion requests.
    OpenAIChatCompletionRequestWithExtraBody:
      properties:
        model:
          type: string
          title: Model
          description: The identifier of the model to use.
        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
          description: List of messages in the conversation.
        frequency_penalty:
          anyOf:
          - type: number
            maximum: 2.0
            minimum: -2.0
          - type: 'null'
          description: The penalty for repeated tokens.
        function_call:
          anyOf:
          - type: string
          - additionalProperties: true
            type: object
          - type: 'null'
          title: string | object
          description: The function call to use.
        functions:
          anyOf:
          - items:
              additionalProperties: true
              type: object
            type: array
          - type: 'null'
          description: List of functions to use.
        logit_bias:
          anyOf:
          - additionalProperties:
              type: number
            type: object
          - type: 'null'
          description: The logit bias to use.
        logprobs:
          anyOf:
          - type: boolean
          - type: 'null'
          description: The log probabilities to use.
        max_completion_tokens:
          anyOf:
          - type: integer
            minimum: 1.0
          - type: 'null'
          description: The maximum number of tokens to generate.
        max_tokens:
          anyOf:
          - type: integer
            minimum: 1.0
          - type: 'null'
          description: The maximum number of tokens to generate.
        n:
          anyOf:
          - type: integer
            minimum: 1.0
          - type: 'null'
          description: The number of completions to generate.
        parallel_tool_calls:
          anyOf:
          - type: boolean
          - type: 'null'
          description: Whether to parallelize tool calls.
        presence_penalty:
          anyOf:
          - type: number
            maximum: 2.0
            minimum: -2.0
          - type: 'null'
          description: The penalty for repeated tokens.
        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
          description: The response format to use.
        seed:
          anyOf:
          - type: integer
          - type: 'null'
          description: The seed to use.
        stop:
          anyOf:
          - type: string
          - items:
              type: string
            type: array
            title: list[string]
          - type: 'null'
          title: string | list[string]
          description: The stop tokens to use.
        stream:
          anyOf:
          - type: boolean
          - type: 'null'
          description: Whether to stream the response.
        stream_options:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          description: The stream options to use.
        temperature:
          anyOf:
          - type: number
            maximum: 2.0
            minimum: 0.0
          - type: 'null'
          description: The temperature to use.
        tool_choice:
          anyOf:
          - type: string
          - additionalProperties: true
            type: object
          - type: 'null'
          title: string | object
          description: The tool choice to use.
        tools:
          anyOf:
          - items:
              additionalProperties: true
              type: object
            type: array
          - type: 'null'
          description: The tools to use.
        top_logprobs:
          anyOf:
          - type: integer
            minimum: 0.0
          - type: 'null'
          description: The top log probabilities to use.
        top_p:
          anyOf:
          - type: number
            maximum: 1.0
            minimum: 0.0
          - type: 'null'
          description: The top p to use.
        user:
          anyOf:
          - type: string
          - type: 'null'
          description: The user to use.
        safety_identifier:
          anyOf:
          - type: string
            maxLength: 64
          - type: 'null'
          description: A stable identifier used for safety monitoring and abuse detection.
        reasoning_effort:
          anyOf:
          - type: string
            enum:
            - none
            - minimal
            - low
            - medium
            - high
            - xhigh
          - type: 'null'
          description: The effort level for reasoning models.
      additionalProperties: true
      type: object
      required:
      - model
      - messages
      title: OpenAIChatCompletionRequestWithExtraBody
      description: Request parameters for OpenAI-compatible chat completion endpoint.
    OpenAIChatCompletion:
      description: Response from an OpenAI-compatible chat completion request.
      properties:
        id:
          description: The ID of the chat completion.
          title: Id
          type: string
        choices:
          description: List of choices.
          items:
            $ref: '#/components/schemas/OpenAIChoice'
          minItems: 1
          title: Choices
          type: array
        object:
          const: chat.completion
          default: chat.completion
          description: The object type.
          title: Object
          type: string
        created:
          description: The Unix timestamp in seconds when the chat completion was created.
          minimum: 0
          title: Created
          type: integer
        model:
          description: The model that was used to generate the chat completion.
          title: Model
          type: string
        usage:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChatCompletionUsage'
            title: OpenAIChatCompletionUsage
          - type: 'null'
          description: Token usage information for the completion.
          nullable: true
          title: OpenAIChatCompletionUsage
      required:
      - id
      - choices
      - created
      - model
      title: OpenAIChatCompletion
      type: object
    OpenAIChatCompletionChunk:
      description: Chunk from a streaming response to an OpenAI-compatible chat completion request.
      properties:
        id:
          description: The ID of the chat completion.
          title: Id
          type: string
        choices:
          description: List of choices.
          items:
            $ref: '#/components/schemas/OpenAIChunkChoice'
          title: Choices
          type: array
        object:
          const: chat.completion.chunk
          default: chat.completion.chunk
          description: The object type.
          title: Object
          type: string
        created:
          description: The Unix timestamp in seconds when the chat completion was created.
          minimum: 0
          title: Created
          type: integer
        model:
          description: The model that was used to generate the chat completion.
          title: Model
          type: string
        usage:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChatCompletionUsage'
            title: OpenAIChatCompletionUsage
          - type: 'null'
          description: Token usage information (typically included in final chunk with stream_options).
          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'
          description: The content of the delta.
          nullable: true
        refusal:
          anyOf:
          - type: string
          - type: 'null'
          description: The refusal of the delta.
          nullable: true
        role:
          anyOf:
          - type: string
          - type: 'null'
          description: The role of the delta.
          nullable: true
        tool_calls:
          anyOf:
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionToolCall'
            type: array
          - type: 'null'
          description: The tool calls of the delta.
          nullable: true
        reasoning_content:
          anyOf:
          - type: string
          - type: 'null'
          description: The reasoning content from the model (for o1/o3 models).
          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'
          description: The delta from the chunk.
        finish_reason:
          description: The reason the model stopped generating.
          enum:
          - stop
          - length
          - tool_calls
          - content_filter
          - function_call
          nullable: true
          title: Finish Reason
          type: string
        index:
          description: The index of the choice.
          minimum: 0
          title: Index
          type: integer
        logprobs:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChoiceLogprobs'
            title: OpenAIChoiceLogprobs
          - type: 'null'
          description: The log probabilities for the tokens in the message.
          nullable: true
          title: OpenAIChoiceLogprobs
      required:
      - delta
      - index
      title: OpenAIChunkChoice
      type: object
    OpenAICompletionWithInputMessages:
      properties:
        id:
          type: string
          title: Id
          description: The ID of the chat completion.
        choices:
          items:
            $ref: '#/components/schemas/OpenAIChoice'
          type: array
          minItems: 1
          title: Choices
          description: List of choices.
        object:
          type: string
          const: chat.completion
          title: Object
          description: The object type.
          default: chat.completion
        created:
          type: integer
          minimum: 0.0
          title: Created
          description: The Unix timestamp in seconds when the chat completion was created.
        model:
          type: string
          title: Model
          description: The model that was used to generate the chat completion.
        usage:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChatCompletionUsage'
            title: OpenAIChatCompletionUsage
          - type: 'null'
          description: Token usage information for the completion.
          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
          description: The input messages used to generate this completion.
      type: object
      required:
      - id
      - choices
      - created
      - model
      - input_messages
      title: OpenAICompletionWithInputMessages
    OpenAICompletionRequestWithExtraBody:
      properties:
        model:
          type: string
          title: Model
          description: The identifier of the model to use.
        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)
          description: The prompt to generate a completion for.
        best_of:
          anyOf:
          - type: integer
            minimum: 1.0
          - type: 'null'
          description: The number of completions to generate.
        echo:
          anyOf:
          - type: boolean
          - type: 'null'
          description: Whether to echo the prompt.
        frequency_penalty:
          anyOf:
          - type: number
            maximum: 2.0
            minimum: -2.0
          - type: 'null'
          description: The penalty for repeated tokens.
        logit_bias:
          anyOf:
          - additionalProperties:
              type: number
            type: object
          - type: 'null'
          description: The logit bias to use.
        logprobs:
          anyOf:
          - type: boolean
          - type: 'null'
          description: The log probabilities to use.
        max_tokens:
          anyOf:
          - type: integer
            minimum: 1.0
          - type: 'null'
          description: The maximum number of tokens to generate.
        n:
          anyOf:
          - type: integer
            minimum: 1.0
          - type: 'null'
          description: The number of completions to generate.
        presence_penalty:
          anyOf:
          - type: number
            maximum: 2.0
            minimum: -2.0
          - type: 'null'
          description: The penalty for repeated tokens.
        seed:
          anyOf:
          - type: integer
          - type: 'null'
          description: The seed to use.
        stop:
          anyOf:
          - type: string
          - items:
              type: string
            type: array
            title: list[string]
          - type: 'null'
          title: string | list[string]
          description: The stop tokens to use.
        stream:
          anyOf:
          - type: boolean
          - type: 'null'
          description: Whether to stream the response.
        stream_options:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          description: The stream options to use.
        temperature:
          anyOf:
          - type: number
            maximum: 2.0
            minimum: 0.0
          - type: 'null'
          description: The temperature to use.
        top_p:
          anyOf:
          - type: number
            maximum: 1.0
            minimum: 0.0
          - type: 'null'
          description: The top p to use.
        user:
          anyOf:
          - type: string
          - type: 'null'
          description: The user to use.
        suffix:
          anyOf:
          - type: string
          - type: 'null'
          description: The suffix that should be appended to the completion.
      additionalProperties: true
      type: object
      required:
      - model
      - prompt
      title: OpenAICompletionRequestWithExtraBody
      description: Request parameters for OpenAI-compatible completion endpoint.
    OpenAICompletion:
      description: Response from an OpenAI-compatible completion request.
      properties:
        id:
          description: The ID of the completion.
          title: Id
          type: string
        choices:
          description: List of choices.
          items:
            $ref: '#/components/schemas/OpenAICompletionChoice'
          minItems: 1
          title: Choices
          type: array
        created:
          description: The Unix timestamp in seconds when the completion was created.
          minimum: 0
          title: Created
          type: integer
        model:
          description: The model that was used to generate the completion.
          title: Model
          type: string
        object:
          const: text_completion
          default: text_completion
          description: The object type.
          title: Object
          type: string
      required:
      - id
      - choices
      - created
      - model
      title: OpenAICompletion
      type: object
    OpenAICompletionChoice:
      description: A choice from an OpenAI-compatible completion response.
      properties:
        finish_reason:
          description: The reason the model stopped generating.
          enum:
          - stop
          - length
          - tool_calls
          - content_filter
          - function_call
          title: Finish Reason
          type: string
        text:
          description: The text of the choice.
          title: Text
          type: string
        index:
          description: The index of the choice.
          minimum: 0
          title: Index
          type: integer
        logprobs:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChoiceLogprobs'
            title: OpenAIChoiceLogprobs
          - type: 'null'
          description: The log probabilities for the tokens in the choice.
          nullable: true
          title: OpenAIChoiceLogprobs
      required:
      - finish_reason
      - text
      - index
      title: OpenAICompletionChoice
      type: object
    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:
          title: Text
          type: string
        type:
          const: output_text
          default: output_text
          title: Type
          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:
              $ref: '#/components/schemas/OpenAITokenLogProb'
            type: array
          - type: 'null'
          nullable: true
      required:
      - text
      title: OpenAIResponseOutputMessageContentOutputText
      type: object
    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.
    CreateConversationRequest:
      properties:
        items:
          anyOf:
          - items:
              oneOf:
              - $ref: '#/components/schemas/OpenAIResponseMessage-Input'
                title: OpenAIResponseMessage-Input
              - $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-Input'
                  web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
              title: OpenAIResponseMessage-Input | ... (9 variants)
            type: array
          - type: 'null'
          description: Initial items to include in the conversation context.
        metadata:
          anyOf:
          - additionalProperties:
              type: string
            type: object
          - type: 'null'
          description: Set of key-value pairs that can be attached to an object.
      type: object
      title: CreateConversationRequest
      description: Request model for creating a conversation.
    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.
    UpdateConversationRequest:
      properties:
        metadata:
          additionalProperties:
            type: string
          type: object
          title: Metadata
          description: Set of key-value pairs that can be attached to an object.
      type: object
      required:
      - metadata
      title: UpdateConversationRequest
      description: Request model for updating a conversation's metadata.
    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.
    AddItemsRequest:
      properties:
        items:
          items:
            oneOf:
            - $ref: '#/components/schemas/OpenAIResponseMessage-Input'
              title: OpenAIResponseMessage-Input
            - $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-Input'
                web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
            title: OpenAIResponseMessage-Input | ... (9 variants)
          type: array
          maxItems: 20
          title: Items
          description: Items to include in the conversation context. You may add up to 20 items at a time.
      type: object
      required:
      - items
      title: AddItemsRequest
      description: Request model for adding items to a conversation.
    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
          description: The identifier of the model to use.
        input:
          anyOf:
          - type: string
            title: string
          - items:
              type: string
            type: array
            maxItems: 2048
            minItems: 1
            title: Array of strings
          - items:
              type: integer
            type: array
            maxItems: 2048
            minItems: 1
            title: Array of tokens
          - items:
              items:
                type: integer
              type: array
              minItems: 1
            type: array
            maxItems: 2048
            minItems: 1
            title: Array of token arrays
          title: string | ... (4 variants)
          description: Input text to embed, encoded as a string or array of tokens.
        encoding_format:
          type: string
          enum:
          - float
          - base64
          title: Encoding Format
          description: The format to return the embeddings in.
          default: float
        dimensions:
          type: integer
          minimum: 1.0
          title: Dimensions
          description: The number of dimensions for output embeddings.
        user:
          type: string
          title: User
          description: A unique identifier representing your end-user.
      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
          description: The object type.
          default: embedding
        embedding:
          anyOf:
          - items:
              type: number
            type: array
            title: list[number]
          - type: string
          title: list[number] | string
          description: The embedding vector as a list of floats (when encoding_format='float') or as a base64-encoded string.
        index:
          type: integer
          minimum: 0.0
          title: Index
          description: The index of the embedding in the input list.
      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
          description: The number of tokens in the input.
        total_tokens:
          type: integer
          title: Total Tokens
          description: The total number of tokens used.
      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
          description: The object type.
          default: list
        data:
          items:
            $ref: '#/components/schemas/OpenAIEmbeddingData'
          type: array
          minItems: 1
          title: Data
          description: List of embedding data objects.
        model:
          type: string
          title: Model
          description: The model that was used to generate the embeddings.
        usage:
          $ref: '#/components/schemas/OpenAIEmbeddingUsage'
          description: Usage information.
      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
          description: The list of files.
        has_more:
          type: boolean
          title: Has More
          description: Whether there are more files available beyond this page.
        first_id:
          type: string
          title: First Id
          description: The ID of the first file in the list for pagination.
        last_id:
          type: string
          title: Last Id
          description: The ID of the last file in the list for pagination.
        object:
          type: string
          const: list
          title: Object
          description: The object type, which is always 'list'.
          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
          description: The object type, which is always 'file'.
          default: file
        id:
          type: string
          title: Id
          description: The file identifier, which can be referenced in the API endpoints.
        bytes:
          type: integer
          title: Bytes
          description: The size of the file, in bytes.
        created_at:
          type: integer
          title: Created At
          description: The Unix timestamp (in seconds) for when the file was created.
        expires_at:
          type: integer
          title: Expires At
          description: The Unix timestamp (in seconds) for when the file expires.
        filename:
          type: string
          title: Filename
          description: The name of the file.
        purpose:
          $ref: '#/components/schemas/OpenAIFilePurpose'
          description: The intended purpose of the file.
      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
          description: The anchor point for expiration, must be 'created_at'.
        seconds:
          type: integer
          maximum: 2592000.0
          minimum: 3600.0
          title: Seconds
          description: Seconds until expiration, between 3600 (1 hour) and 2592000 (30 days).
      type: object
      required:
      - anchor
      - seconds
      title: ExpiresAfter
      description: Control expiration of uploaded files.
    OpenAIFileDeleteResponse:
      properties:
        id:
          type: string
          title: Id
          description: The file identifier that was deleted.
        object:
          type: string
          const: file
          title: Object
          description: The object type, which is always 'file'.
          default: file
        deleted:
          type: boolean
          title: Deleted
          description: Whether the file was successfully deleted.
      type: object
      required:
      - id
      - deleted
      title: OpenAIFileDeleteResponse
      description: Response for deleting a file in OpenAI Files API.
    Response:
      title: Response
      type: object
    HealthInfo:
      properties:
        status:
          $ref: '#/components/schemas/HealthStatus'
          description: The health status of the service
      type: object
      required:
      - status
      title: HealthInfo
      description: Health status information for the service.
    RouteInfo:
      properties:
        route:
          type: string
          title: Route
          description: The API route path
        method:
          type: string
          title: Method
          description: The HTTP method for the route
        provider_types:
          items:
            type: string
          type: array
          title: Provider Types
          description: List of provider types implementing this route
      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
          description: List of available API routes
      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
          description: List of OpenAI model objects.
      type: object
      required:
      - data
      title: OpenAIListModelsResponse
      description: Response containing a list of OpenAI model objects.
    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.
    RunModerationRequest:
      properties:
        input:
          anyOf:
          - type: string
          - items:
              type: string
            type: array
            title: list[string]
          title: string | list[string]
          description: Input (or inputs) to classify. Can be a single string or an array of strings.
        model:
          anyOf:
          - type: string
          - type: 'null'
          description: The content moderation model to use. If not specified, the default shield will be used.
      type: object
      required:
      - input
      title: RunModerationRequest
      description: Request model for running content moderation.
    ModerationObject:
      properties:
        id:
          type: string
          title: Id
          description: The unique identifier for the moderation request
        model:
          type: string
          title: Model
          description: The model used to generate the moderation results
        results:
          items:
            $ref: '#/components/schemas/ModerationObjectResults'
          type: array
          title: Results
          description: A list of moderation result objects
      type: object
      required:
      - id
      - model
      - results
      title: ModerationObject
      description: A moderation object containing the results of content classification.
    ModerationObjectResults:
      properties:
        flagged:
          type: boolean
          title: Flagged
          description: Whether any of the below categories are flagged
        categories:
          anyOf:
          - additionalProperties:
              type: boolean
            type: object
          - type: 'null'
          description: A dictionary of the categories, and whether they are flagged or not
        category_applied_input_types:
          anyOf:
          - additionalProperties:
              items:
                type: string
              type: array
            type: object
          - type: 'null'
          description: A dictionary of the categories along with the input type(s) that the score applies to
        category_scores:
          anyOf:
          - additionalProperties:
              type: number
            type: object
          - type: 'null'
          description: A dictionary of the categories along with their scores as predicted by model
        user_message:
          anyOf:
          - type: string
          - type: 'null'
          description: A message to convey to the user about the moderation result
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
          description: Additional metadata about the moderation
      type: object
      required:
      - flagged
      title: ModerationObjectResults
      description: A moderation result object containing flagged status and category information.
    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.
    CreatePromptRequest:
      properties:
        prompt:
          type: string
          title: Prompt
          description: The prompt text content with variable placeholders.
        variables:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          description: List of variable names that can be used in the prompt template.
      type: object
      required:
      - prompt
      title: CreatePromptRequest
      description: Request model for creating a new prompt.
    UpdatePromptRequest:
      description: Request model for updating a prompt (combines path and body parameters).
      properties:
        prompt_id:
          description: The identifier of the prompt to update.
          title: Prompt Id
          type: string
        prompt:
          description: The updated prompt text content.
          title: Prompt
          type: string
        version:
          description: The current version of the prompt being updated.
          title: Version
          type: integer
        variables:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          description: Updated list of variable names that can be used in the prompt template.
          nullable: true
        set_as_default:
          default: true
          description: Set the new version as the default (default=True).
          title: Set As Default
          type: boolean
      required:
      - prompt_id
      - prompt
      - version
      title: UpdatePromptRequest
      type: object
    SetDefaultVersionRequest:
      description: Request model for setting the default version of a prompt (combines path and body parameters).
      properties:
        prompt_id:
          description: The identifier of the prompt.
          title: Prompt Id
          type: string
        version:
          description: The version to set as default.
          title: Version
          type: integer
      required:
      - prompt_id
      - version
      title: SetDefaultVersionRequest
      type: object
    ProviderInfo:
      properties:
        api:
          type: string
          title: Api
          description: The API name this provider implements
        provider_id:
          type: string
          title: Provider Id
          description: Unique identifier for the provider
        provider_type:
          type: string
          title: Provider Type
          description: The type of provider implementation
        config:
          additionalProperties: true
          type: object
          title: Config
          description: Configuration parameters for the provider
        health:
          additionalProperties: true
          type: object
          title: Health
          description: Current health status of the provider
      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
          description: List of provider information objects
      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
        completed_at:
          anyOf:
          - type: integer
          - type: 'null'
        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'
        reasoning:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponseReasoning'
            title: OpenAIResponseReasoning
          - type: 'null'
          title: OpenAIResponseReasoning
        max_output_tokens:
          anyOf:
          - type: integer
          - type: 'null'
        safety_identifier:
          anyOf:
          - type: string
          - type: 'null'
        metadata:
          anyOf:
          - additionalProperties:
              type: string
            type: object
          - type: 'null'
        store:
          type: boolean
          title: Store
        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
      - store
      - 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:
          $ref: '#/components/schemas/OpenAIResponseUsageInputTokensDetails'
        output_tokens_details:
          $ref: '#/components/schemas/OpenAIResponseUsageOutputTokensDetails'
      type: object
      required:
      - input_tokens
      - output_tokens
      - total_tokens
      - input_tokens_details
      - output_tokens_details
      title: OpenAIResponseUsage
      description: Usage information for OpenAI response.
    ResponseGuardrailSpec:
      properties:
        type:
          type: string
          title: Type
      additionalProperties: false
      type: object
      required:
      - type
      title: ResponseGuardrailSpec
      description: Specification for a guardrail to apply during response generation.
    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
        connector_id:
          anyOf:
          - type: string
          - type: 'null'
        server_url:
          anyOf:
          - type: string
          - type: 'null'
        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
      title: OpenAIResponseInputToolMCP
      description: Model Context Protocol (MCP) tool configuration for OpenAI response inputs.
    OpenAIResponseObject:
      properties:
        created_at:
          type: integer
          title: Created At
        completed_at:
          anyOf:
          - type: integer
          - type: 'null'
        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'
        reasoning:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponseReasoning'
            title: OpenAIResponseReasoning
          - type: 'null'
          title: OpenAIResponseReasoning
        max_output_tokens:
          anyOf:
          - type: integer
          - type: 'null'
        safety_identifier:
          anyOf:
          - type: string
          - type: 'null'
        metadata:
          anyOf:
          - additionalProperties:
              type: string
            type: object
          - type: 'null'
        store:
          type: boolean
          title: Store
      type: object
      required:
      - created_at
      - id
      - model
      - output
      - status
      - store
      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:
              $ref: '#/components/schemas/OpenAITokenLogProb'
            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
        logprobs:
          anyOf:
          - items:
              $ref: '#/components/schemas/OpenAITokenLogProb'
            type: array
          - type: 'null'
          nullable: true
        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.
    RunShieldRequest:
      properties:
        shield_id:
          type: string
          minLength: 1
          title: Shield Id
          description: The identifier of the shield to run
        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
          title: Messages
          description: The messages to run the shield on
      type: object
      required:
      - shield_id
      - messages
      title: RunShieldRequest
      description: Request model for running a safety shield.
    RunShieldResponse:
      properties:
        violation:
          anyOf:
          - $ref: '#/components/schemas/SafetyViolation'
            title: SafetyViolation
          - type: 'null'
          description: Safety violation detected by the shield, if any
          title: SafetyViolation
      type: object
      title: RunShieldResponse
      description: Response from running a safety shield.
    SafetyViolation:
      properties:
        violation_level:
          $ref: '#/components/schemas/ViolationLevel'
          description: Severity level of the violation
        user_message:
          anyOf:
          - type: string
          - type: 'null'
          description: Message to convey to the user about the violation
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
          description: Additional metadata including specific violation codes
      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
          description: List of scoring function objects.
      type: object
      required:
      - data
      title: ListScoringFunctionsResponse
      description: Response containing a list of scoring function objects.
    ScoreRequest:
      properties:
        input_rows:
          items:
            additionalProperties: true
            type: object
          type: array
          title: Input Rows
          description: The rows to score.
        scoring_functions:
          additionalProperties:
            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: AdditionalpropertiesUnion
          type: object
          title: Scoring Functions
          description: The scoring functions to use for the scoring.
      type: object
      required:
      - input_rows
      - scoring_functions
      title: ScoreRequest
      description: Request model for scoring a list of rows.
    ScoreResponse:
      properties:
        results:
          additionalProperties:
            $ref: '#/components/schemas/ScoringResult'
          type: object
          title: Results
          description: A map of scoring function name to ScoringResult.
      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
          description: The scoring result for each row. Each row is a map of column name to value.
        aggregated_results:
          additionalProperties: true
          type: object
          title: Aggregated Results
          description: Map of metric name to aggregated value
      type: object
      required:
      - score_rows
      - aggregated_results
      title: ScoringResult
      description: A scoring result for a single row.
    ScoreBatchRequest:
      properties:
        dataset_id:
          type: string
          title: Dataset Id
          description: The ID of the dataset to score.
        scoring_functions:
          additionalProperties:
            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: AdditionalpropertiesUnion
          type: object
          title: Scoring Functions
          description: The scoring functions to use for the scoring.
        save_results_dataset:
          type: boolean
          title: Save Results Dataset
          description: Whether to save the results to a dataset.
          default: false
      type: object
      required:
      - dataset_id
      - scoring_functions
      title: ScoreBatchRequest
      description: Request model for scoring a batch of rows from a dataset.
    ScoreBatchResponse:
      properties:
        dataset_id:
          anyOf:
          - type: string
          - type: 'null'
          description: (Optional) The identifier of the dataset that was scored
        results:
          additionalProperties:
            $ref: '#/components/schemas/ScoringResult'
          type: object
          title: Results
          description: A map of scoring function name to ScoringResult
      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
          description: List of shield objects
      type: object
      required:
      - data
      title: ListShieldsResponse
      description: Response containing a list of all shields.
    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 from file processing.
      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
        chunk_metadata:
          $ref: '#/components/schemas/ChunkMetadata'
      required:
      - content
      - chunk_id
      - chunk_metadata
      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'
        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.
    InsertChunksRequest:
      properties:
        vector_store_id:
          type: string
          title: Vector Store Id
          description: The ID of the vector store to insert chunks into.
        chunks:
          items:
            $ref: '#/components/schemas/EmbeddedChunk-Input'
          type: array
          title: Chunks
          description: The list of embedded chunks to insert.
        ttl_seconds:
          anyOf:
          - type: integer
          - type: 'null'
          description: Time-to-live in seconds for the inserted chunks.
      type: object
      required:
      - vector_store_id
      - chunks
      title: InsertChunksRequest
      description: Request body for inserting chunks into a vector store.
    QueryChunksRequest:
      properties:
        vector_store_id:
          type: string
          title: Vector Store Id
          description: The ID of the vector store to query.
        query:
          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]
          description: The query content to search for.
        params:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          description: Additional query parameters.
      type: object
      required:
      - vector_store_id
      - query
      title: QueryChunksRequest
      description: Request body for querying chunks from a vector store.
    QueryChunksResponse:
      properties:
        chunks:
          items:
            $ref: '#/components/schemas/EmbeddedChunk-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
          description: The version string of the service
      type: object
      required:
      - version
      title: VersionInfo
      description: Version information for the service.
    AppendRowsRequest:
      properties:
        dataset_id:
          type: string
          title: Dataset Id
          description: The ID of the dataset to append the rows to.
        rows:
          items:
            additionalProperties: true
            type: object
          type: array
          title: Rows
          description: The rows to append to the dataset.
      type: object
      required:
      - dataset_id
      - rows
      title: AppendRowsRequest
      description: Request model for appending rows to a dataset.
    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
          description: Type of resource, always 'dataset' for datasets
          default: dataset
        purpose:
          $ref: '#/components/schemas/DatasetPurpose'
          description: Purpose of the dataset indicating its intended use
        source:
          oneOf:
          - $ref: '#/components/schemas/URIDataSource'
            title: URIDataSource
          - $ref: '#/components/schemas/RowsDataSource'
            title: RowsDataSource
          title: URIDataSource | RowsDataSource
          description: Data source configuration for the dataset
          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
          description: The type of data source.
          default: rows
        rows:
          items:
            additionalProperties: true
            type: object
          type: array
          title: Rows
          description: 'The dataset is stored in rows. E.g. [{"messages": [{"role": "user", "content": "Hello, world!"}, {"role": "assistant", "content": "Hello, world!"}]}]'
      type: object
      required:
      - rows
      title: RowsDataSource
      description: A dataset stored in rows.
    URIDataSource:
      properties:
        type:
          type: string
          const: uri
          title: Type
          description: The type of data source.
          default: uri
        uri:
          type: string
          title: Uri
          description: The dataset can be obtained from a URI. E.g. "https://mywebsite.com/mydata.jsonl", "lsfs://mydata.jsonl", "data:csv;base64,{base64_content}"
      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
          description: List of datasets
      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
          description: The resource type, always benchmark.
          default: benchmark
        dataset_id:
          type: string
          title: Dataset Id
          description: Identifier of the dataset to use for the benchmark evaluation.
        scoring_functions:
          items:
            type: string
          type: array
          title: Scoring Functions
          description: List of scoring function identifiers to apply during evaluation.
        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
          description: List of benchmark objects.
      type: object
      required:
      - data
      title: ListBenchmarksResponse
      description: Response containing a list of benchmark objects.
    BenchmarkConfig:
      properties:
        eval_candidate:
          $ref: '#/components/schemas/ModelCandidate'
          description: The candidate to evaluate
        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
            minimum: 1.0
          - 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
          description: Must be 'greedy' to identify this sampling strategy.
          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
          minLength: 1
          title: Model
          description: The model ID to evaluate
        sampling_params:
          $ref: '#/components/schemas/SamplingParams'
          description: The sampling parameters for the model
        system_message:
          anyOf:
          - $ref: '#/components/schemas/SystemMessage'
            title: SystemMessage
          - type: 'null'
          description: The system message providing instructions or context to the model
          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
          description: The sampling strategy to use.
          discriminator:
            propertyName: type
            mapping:
              greedy: '#/components/schemas/GreedySamplingStrategy'
              top_k: '#/components/schemas/TopKSamplingStrategy'
              top_p: '#/components/schemas/TopPSamplingStrategy'
        max_tokens:
          anyOf:
          - type: integer
            minimum: 1.0
          - type: 'null'
          description: The maximum number of tokens that can be generated in the completion. The token count of your prompt plus max_tokens cannot exceed the model's context length.
        repetition_penalty:
          anyOf:
          - type: number
            maximum: 2.0
            minimum: -2.0
          - type: 'null'
          description: Number between -2.0 and 2.0. Positive values penalize new tokens based on whether they appear in the text so far.
          default: 1.0
        stop:
          anyOf:
          - items:
              type: string
            type: array
            maxItems: 4
          - type: 'null'
          description: Up to 4 sequences where the API will stop generating further tokens. The returned text will not contain the stop sequence.
      type: object
      title: SamplingParams
      description: Sampling parameters for text generation.
    SystemMessage:
      properties:
        role:
          type: string
          const: system
          title: Role
          description: Must be 'system' to identify this as a system message.
          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]
          description: The content of the 'system prompt'. If multiple system messages are provided, they are concatenated. The underlying Llama Stack code may also add other system messages.
      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
          description: Must be 'top_k' to identify this sampling strategy.
          default: top_k
        top_k:
          type: integer
          minimum: 1.0
          title: Top K
          description: Number of top tokens to consider for sampling. Must be at least 1.
      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
          description: Must be 'top_p' to identify this sampling strategy.
          default: top_p
        temperature:
          type: number
          maximum: 2.0
          title: Temperature
          description: Controls randomness in sampling. Higher values increase randomness.
          minimum: 0.0
        top_p:
          type: number
          maximum: 1.0
          minimum: 0.0
          title: Top P
          description: Cumulative probability threshold for nucleus sampling.
          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:
      description: Request model for evaluating a list of rows on a benchmark.
      properties:
        benchmark_id:
          description: The ID of the benchmark to run the evaluation on
          minLength: 1
          title: Benchmark Id
          type: string
        input_rows:
          description: The rows to evaluate
          items:
            additionalProperties: true
            type: object
          minItems: 1
          title: Input Rows
          type: array
        scoring_functions:
          description: The scoring functions to use for the evaluation
          items:
            type: string
          minItems: 1
          title: Scoring Functions
          type: array
        benchmark_config:
          $ref: '#/components/schemas/BenchmarkConfig'
          description: The configuration for the benchmark
      required:
      - benchmark_id
      - input_rows
      - scoring_functions
      - benchmark_config
      title: EvaluateRowsRequest
      type: object
    EvaluateResponse:
      properties:
        generations:
          items:
            additionalProperties: true
            type: object
          type: array
          title: Generations
          description: The generations from the evaluation
        scores:
          additionalProperties:
            $ref: '#/components/schemas/ScoringResult'
          type: object
          title: Scores
          description: The scores from the evaluation. Each key in the dict is a scoring function name
      type: object
      required:
      - generations
      - scores
      title: EvaluateResponse
      description: The response from an evaluation.
    RunEvalRequest:
      description: Request model for running an evaluation on a benchmark.
      properties:
        benchmark_id:
          description: The ID of the benchmark to run the evaluation on
          minLength: 1
          title: Benchmark Id
          type: string
        benchmark_config:
          $ref: '#/components/schemas/BenchmarkConfig'
          description: The configuration for the benchmark
      required:
      - benchmark_id
      - benchmark_config
      title: RunEvalRequest
      type: object
    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
          description: The identifier of the reranking model to use.
        query:
          anyOf:
          - type: string
          - $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
            title: OpenAIChatCompletionContentPartTextParam
          - $ref: '#/components/schemas/OpenAIChatCompletionContentPartImageParam'
            title: OpenAIChatCompletionContentPartImageParam
          title: string | OpenAIChatCompletionContentPartTextParam | OpenAIChatCompletionContentPartImageParam
          description: The search query to rank items against. Can be a string, text content part, or image content part.
        items:
          items:
            anyOf:
            - type: string
            - $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
              title: OpenAIChatCompletionContentPartTextParam
            - $ref: '#/components/schemas/OpenAIChatCompletionContentPartImageParam'
              title: OpenAIChatCompletionContentPartImageParam
            title: string | OpenAIChatCompletionContentPartTextParam | OpenAIChatCompletionContentPartImageParam
          type: array
          minItems: 1
          title: Items
          description: List of items to rerank. Each item can be a string, text content part, or image content part.
        max_num_results:
          anyOf:
          - type: integer
            minimum: 1.0
          - type: 'null'
          description: 'Maximum number of results to return. Default: returns all.'
      type: object
      required:
      - model
      - query
      - items
      title: RerankRequest
      description: Request model for reranking documents.
    RerankData:
      properties:
        index:
          type: integer
          minimum: 0.0
          title: Index
          description: The original index of the document in the input list.
        relevance_score:
          type: number
          title: Relevance Score
          description: The relevance score from the model output. Higher scores indicate greater relevance.
      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
          description: List of rerank result objects, sorted by relevance score (descending).
      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:
      description: Request to cancel a training job.
      properties:
        job_uuid:
          description: The UUID of the job to cancel.
          title: Job Uuid
          type: string
      required:
      - job_uuid
      title: CancelTrainingJobRequest
      type: object
    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
          description: The UUID of the job to create.
        finetuned_model:
          type: string
          title: Finetuned Model
          description: The model to fine-tune.
        algorithm_config:
          $ref: '#/components/schemas/DPOAlignmentConfig'
          description: The algorithm configuration.
        training_config:
          $ref: '#/components/schemas/TrainingConfig'
          description: The training configuration.
        hyperparam_search_config:
          additionalProperties: true
          type: object
          title: Hyperparam Search Config
          description: The hyperparam search configuration.
        logger_config:
          additionalProperties: true
          type: object
          title: Logger Config
          description: The logger configuration.
      type: object
      required:
      - job_uuid
      - finetuned_model
      - algorithm_config
      - training_config
      - hyperparam_search_config
      - logger_config
      title: PreferenceOptimizeRequest
      description: Request to run preference optimization of a model.
    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
          description: The UUID of the job to create.
        training_config:
          $ref: '#/components/schemas/TrainingConfig'
          description: The training configuration.
        hyperparam_search_config:
          additionalProperties: true
          type: object
          title: Hyperparam Search Config
          description: The hyperparam search configuration.
        logger_config:
          additionalProperties: true
          type: object
          title: Logger Config
          description: The logger configuration.
        model:
          anyOf:
          - type: string
          - type: 'null'
          description: Model descriptor for training if not in provider config
        checkpoint_dir:
          anyOf:
          - type: string
          - type: 'null'
          description: The directory to save checkpoint(s) to.
        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
          description: The algorithm configuration.
      type: object
      required:
      - job_uuid
      - training_config
      - hyperparam_search_config
      - logger_config
      title: SupervisedFineTuneRequest
      description: Request to run supervised fine-tuning of a model.
    RegisterModelRequest:
      properties:
        model_id:
          type: string
          title: Model Id
          description: The identifier of the model to register.
        provider_model_id:
          anyOf:
          - type: string
          - type: 'null'
          description: The identifier of the model in the provider.
        provider_id:
          anyOf:
          - type: string
          - type: 'null'
          description: The identifier of the provider.
        metadata:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          description: Any additional metadata for this model.
        model_type:
          anyOf:
          - $ref: '#/components/schemas/ModelType'
            title: ModelType
          - type: 'null'
          description: The type of model to register.
          title: ModelType
      type: object
      required:
      - model_id
      title: RegisterModelRequest
      description: Request model for registering a model.
    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)
    RegisterScoringFunctionRequest:
      properties:
        scoring_fn_id:
          type: string
          title: Scoring Fn Id
          description: The ID of the scoring function to register.
        description:
          type: string
          title: Description
          description: The description of the scoring function.
        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 scoring 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'
        provider_scoring_fn_id:
          anyOf:
          - type: string
          - type: 'null'
          description: The ID of the provider scoring function to use for the scoring function.
        provider_id:
          anyOf:
          - type: string
          - type: 'null'
          description: The ID of the provider to use for the scoring function.
        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:
      - scoring_fn_id
      - description
      - return_type
      title: RegisterScoringFunctionRequest
      description: Request model for registering a scoring function.
    RegisterShieldRequest:
      properties:
        shield_id:
          type: string
          title: Shield Id
          description: The identifier of the shield to register.
        provider_shield_id:
          anyOf:
          - type: string
          - type: 'null'
          description: The identifier of the shield in the provider.
        provider_id:
          anyOf:
          - type: string
          - type: 'null'
          description: The identifier of the provider.
        params:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          description: The parameters of the shield.
      type: object
      required:
      - shield_id
      title: RegisterShieldRequest
      description: Request model for registering a shield.
    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
    RegisterDatasetRequest:
      properties:
        purpose:
          $ref: '#/components/schemas/DatasetPurpose'
          description: The purpose of the dataset.
        source:
          oneOf:
          - $ref: '#/components/schemas/URIDataSource'
            title: URIDataSource
          - $ref: '#/components/schemas/RowsDataSource'
            title: RowsDataSource
          title: URIDataSource | RowsDataSource
          description: The data source of the dataset.
          discriminator:
            propertyName: type
            mapping:
              rows: '#/components/schemas/RowsDataSource'
              uri: '#/components/schemas/URIDataSource'
        metadata:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          description: The metadata for the dataset.
        dataset_id:
          anyOf:
          - type: string
          - type: 'null'
          description: The ID of the dataset. If not provided, an ID will be generated.
      type: object
      required:
      - purpose
      - source
      title: RegisterDatasetRequest
      description: Request model for registering a dataset.
    RegisterBenchmarkRequest:
      properties:
        benchmark_id:
          type: string
          title: Benchmark Id
          description: The ID of the benchmark to register.
        dataset_id:
          type: string
          title: Dataset Id
          description: The ID of the dataset to use for the benchmark.
        scoring_functions:
          items:
            type: string
          type: array
          title: Scoring Functions
          description: The scoring functions to use for the benchmark.
        provider_benchmark_id:
          anyOf:
          - type: string
          - type: 'null'
          description: The ID of the provider benchmark to use for the benchmark.
        provider_id:
          anyOf:
          - type: string
          - type: 'null'
          description: The ID of the provider to use for the benchmark.
        metadata:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          description: The metadata to use for the benchmark.
      type: object
      required:
      - benchmark_id
      - dataset_id
      - scoring_functions
      title: RegisterBenchmarkRequest
      description: Request model for registering a benchmark.
    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
    Body_upload_file_v1_files_post:
      properties:
        file:
          type: string
          format: binary
          title: File
          description: The file to upload.
        purpose:
          $ref: '#/components/schemas/OpenAIFilePurpose'
          description: The intended purpose of the uploaded file.
        expires_after:
          anyOf:
          - $ref: '#/components/schemas/ExpiresAfter'
            title: ExpiresAfter
          - type: 'null'
          description: Optional expiration settings.
          title: ExpiresAfter
      type: object
      required:
      - file
      - purpose
      title: Body_upload_file_v1_files_post
    Connector:
      properties:
        connector_type:
          $ref: '#/components/schemas/ConnectorType'
          default: mcp
        connector_id:
          type: string
          title: Connector Id
          description: Identifier for the connector
        url:
          type: string
          title: Url
          description: URL of the connector
        server_label:
          anyOf:
          - type: string
          - type: 'null'
          description: Label of the server
        server_name:
          anyOf:
          - type: string
          - type: 'null'
          description: Name of the server
        server_description:
          anyOf:
          - type: string
          - type: 'null'
          description: Description of the server
        server_version:
          anyOf:
          - type: string
          - type: 'null'
          description: Version of the server
      type: object
      required:
      - connector_id
      - url
      title: Connector
      description: A connector registered in Llama Stack
    ConnectorType:
      type: string
      enum:
      - mcp
      title: ConnectorType
      description: Type of connector.
    ConversationItemInclude:
      type: string
      enum:
      - web_search_call.action.sources
      - code_interpreter_call.outputs
      - computer_call_output.output.image_url
      - file_search_call.results
      - message.input_image.image_url
      - message.output_text.logprobs
      - reasoning.encrypted_content
      title: ConversationItemInclude
      description: Specify additional output data to include in the model response.
    CreateResponseRequest:
      properties:
        input:
          anyOf:
          - type: string
          - items:
              anyOf:
              - oneOf:
                - $ref: '#/components/schemas/OpenAIResponseMessage-Input'
                  title: OpenAIResponseMessage-Input
                - $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-Input'
                    web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
                title: OpenAIResponseMessage-Input | ... (7 variants)
              - $ref: '#/components/schemas/OpenAIResponseInputFunctionToolCallOutput'
                title: OpenAIResponseInputFunctionToolCallOutput
              - $ref: '#/components/schemas/OpenAIResponseMCPApprovalResponse'
                title: OpenAIResponseMCPApprovalResponse
              - $ref: '#/components/schemas/OpenAIResponseMessage-Input'
                title: OpenAIResponseMessage-Input
              title: OpenAIResponseInputFunctionToolCallOutput | OpenAIResponseMCPApprovalResponse | OpenAIResponseMessage-Input
            type: array
            title: list[OpenAIResponseMessageUnion | OpenAIResponseInputFunctionToolCallOutput | ...]
          title: string | list[OpenAIResponseMessageUnion | OpenAIResponseInputFunctionToolCallOutput | ...]
          description: Input message(s) to create the response.
        model:
          type: string
          title: Model
          description: The underlying LLM used for completions.
        prompt:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponsePrompt'
            title: OpenAIResponsePrompt
          - type: 'null'
          description: Prompt object with ID, version, and variables.
          title: OpenAIResponsePrompt
        instructions:
          anyOf:
          - type: string
          - type: 'null'
          description: Instructions to guide the model's behavior.
        parallel_tool_calls:
          anyOf:
          - type: boolean
          - type: 'null'
          description: Whether to enable parallel tool calls.
          default: true
        previous_response_id:
          anyOf:
          - type: string
          - type: 'null'
          description: Optional ID of a previous response to continue from.
        conversation:
          anyOf:
          - type: string
          - type: 'null'
          description: Optional ID of a conversation to add the response to.
        store:
          anyOf:
          - type: boolean
          - type: 'null'
          description: Whether to store the response in the database.
          default: true
        stream:
          anyOf:
          - type: boolean
          - type: 'null'
          description: Whether to stream the response.
          default: false
        temperature:
          anyOf:
          - type: number
            maximum: 2.0
            minimum: 0.0
          - type: 'null'
          description: Sampling temperature.
        text:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponseText'
            title: OpenAIResponseText
          - type: 'null'
          description: Configuration for text response generation.
          title: OpenAIResponseText
        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
          description: How the model should select which tool to call (if any).
        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/OpenAIResponseInputToolMCP'
                title: OpenAIResponseInputToolMCP
              discriminator:
                propertyName: type
                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'
              title: OpenAIResponseInputToolWebSearch | ... (4 variants)
            type: array
          - type: 'null'
          description: List of tools available to the model.
        include:
          anyOf:
          - items:
              $ref: '#/components/schemas/ResponseItemInclude'
            type: array
          - type: 'null'
          description: Additional fields to include in the response.
        max_infer_iters:
          anyOf:
          - type: integer
            minimum: 1.0
          - type: 'null'
          description: Maximum number of inference iterations.
          default: 10
        guardrails:
          anyOf:
          - items:
              anyOf:
              - type: string
              - $ref: '#/components/schemas/ResponseGuardrailSpec'
                title: ResponseGuardrailSpec
              title: string | ResponseGuardrailSpec
            type: array
          - type: 'null'
          description: List of guardrails to apply during response generation.
        max_tool_calls:
          anyOf:
          - type: integer
            minimum: 1.0
          - type: 'null'
          description: Max number of total calls to built-in tools that can be processed in a response.
        max_output_tokens:
          anyOf:
          - type: integer
            minimum: 16.0
          - type: 'null'
          description: Upper bound for the number of tokens that can be generated for a response.
        reasoning:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponseReasoning'
            title: OpenAIResponseReasoning
          - type: 'null'
          description: Configuration for reasoning effort in responses.
          title: OpenAIResponseReasoning
        safety_identifier:
          anyOf:
          - type: string
            maxLength: 64
          - type: 'null'
          description: A stable identifier used for safety monitoring and abuse detection.
        metadata:
          anyOf:
          - additionalProperties:
              type: string
            type: object
          - type: 'null'
          description: Dictionary of metadata key-value pairs to attach to the response.
      additionalProperties: false
      type: object
      required:
      - input
      - model
      title: CreateResponseRequest
      description: Request model for creating a response.
    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.
    EmbeddedChunk-Input:
      properties:
        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]
        chunk_id:
          type: string
          title: Chunk Id
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
        chunk_metadata:
          $ref: '#/components/schemas/ChunkMetadata'
        embedding:
          items:
            type: number
          type: array
          title: Embedding
        embedding_model:
          type: string
          title: Embedding Model
        embedding_dimension:
          type: integer
          title: Embedding Dimension
      type: object
      required:
      - content
      - chunk_id
      - chunk_metadata
      - embedding
      - embedding_model
      - embedding_dimension
      title: EmbeddedChunk
      description: |-
        A chunk of content with its embedding vector for vector database operations.
        Inherits all fields from Chunk and adds embedding-related fields.
    EmbeddedChunk-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
        chunk_metadata:
          $ref: '#/components/schemas/ChunkMetadata'
        embedding:
          items:
            type: number
          type: array
          title: Embedding
        embedding_model:
          type: string
          title: Embedding Model
        embedding_dimension:
          type: integer
          title: Embedding Dimension
      type: object
      required:
      - content
      - chunk_id
      - chunk_metadata
      - embedding
      - embedding_model
      - embedding_dimension
      title: EmbeddedChunk
      description: |-
        A chunk of content with its embedding vector for vector database operations.
        Inherits all fields from Chunk and adds embedding-related fields.
    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
    EvaluateRowsBodyRequest:
      properties:
        input_rows:
          items:
            additionalProperties: true
            type: object
          type: array
          minItems: 1
          title: Input Rows
          description: The rows to evaluate
        scoring_functions:
          items:
            type: string
          type: array
          minItems: 1
          title: Scoring Functions
          description: The scoring functions to use for the evaluation
        benchmark_config:
          $ref: '#/components/schemas/BenchmarkConfig'
          description: The configuration for the benchmark
      type: object
      required:
      - input_rows
      - scoring_functions
      - benchmark_config
      title: EvaluateRowsBodyRequest
      description: Request body model for evaluating rows (without path parameter).
    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.
    ListConnectorsResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/Connector'
          type: array
          title: Data
      type: object
      required:
      - data
      title: ListConnectorsResponse
      description: Response containing a list of configured connectors
    ListToolsResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/ToolDef'
          type: array
          title: Data
      type: object
      required:
      - data
      title: ListToolsResponse
      description: Response containing a list of tools
    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
          description: Must be 'assistant' to identify this as the model's response.
          default: assistant
        content:
          anyOf:
          - type: string
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
            type: array
            title: list[OpenAIChatCompletionContentPartTextParam]
          - type: 'null'
          title: string | list[OpenAIChatCompletionContentPartTextParam]
          description: The content of the model's response.
        name:
          anyOf:
          - type: string
          - type: 'null'
          description: The name of the assistant message participant.
        tool_calls:
          anyOf:
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionToolCall'
            type: array
          - type: 'null'
          description: List of tool calls. Each tool call is an OpenAIChatCompletionToolCall object.
      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
          description: Must be 'assistant' to identify this as the model's response.
          default: assistant
        content:
          anyOf:
          - type: string
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
            type: array
            title: list[OpenAIChatCompletionContentPartTextParam]
          - type: 'null'
          title: string | list[OpenAIChatCompletionContentPartTextParam]
          description: The content of the model's response.
        name:
          anyOf:
          - type: string
          - type: 'null'
          description: The name of the assistant message participant.
        tool_calls:
          anyOf:
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionToolCall'
            type: array
          - type: 'null'
          description: List of tool calls. Each tool call is an OpenAIChatCompletionToolCall object.
      type: object
      title: OpenAIAssistantMessageParam
      description: A message containing the model's (assistant) response in an OpenAI-compatible chat completion request.
    OpenAIAttachFileRequest:
      properties:
        file_id:
          type: string
          title: File Id
          description: The ID of the file to attach.
        attributes:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          description: Attributes to associate with the file.
        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
          description: Strategy for chunking the file content.
      type: object
      required:
      - file_id
      title: OpenAIAttachFileRequest
      description: Request body for attaching a file to a vector store.
    OpenAIChatCompletionUsageCompletionTokensDetails:
      properties:
        reasoning_tokens:
          anyOf:
          - type: integer
            minimum: 0.0
          - type: 'null'
          description: Number of tokens used for reasoning (o1/o3 models).
      type: object
      title: OpenAIChatCompletionUsageCompletionTokensDetails
      description: Token details for output tokens in OpenAI chat completion usage.
    OpenAIChatCompletionUsagePromptTokensDetails:
      properties:
        cached_tokens:
          anyOf:
          - type: integer
            minimum: 0.0
          - type: 'null'
          description: Number of tokens retrieved from cache.
      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
      type: object
      title: OpenAIResponseInputToolChoiceWebSearch
      description: Indicates that the model should use web search to generate a response
    OpenAIResponseMessage-Input:
      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-Input'
                title: OpenAIResponseOutputMessageContentOutputText-Input
              - $ref: '#/components/schemas/OpenAIResponseContentPartRefusal'
                title: OpenAIResponseContentPartRefusal
              discriminator:
                propertyName: type
                mapping:
                  output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText-Input'
                  refusal: '#/components/schemas/OpenAIResponseContentPartRefusal'
              title: OpenAIResponseOutputMessageContentOutputText-Input | OpenAIResponseContentPartRefusal
            type: array
            title: list[OpenAIResponseOutputMessageContentOutputText-Input | OpenAIResponseContentPartRefusal]
          title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText-Input | 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.
    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-Output'
                title: OpenAIResponseOutputMessageContentOutputText-Output
              - $ref: '#/components/schemas/OpenAIResponseContentPartRefusal'
                title: OpenAIResponseContentPartRefusal
              discriminator:
                propertyName: type
                mapping:
                  output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText-Output'
                  refusal: '#/components/schemas/OpenAIResponseContentPartRefusal'
              title: OpenAIResponseOutputMessageContentOutputText-Output | OpenAIResponseContentPartRefusal
            type: array
            title: list[OpenAIResponseOutputMessageContentOutputText-Output | OpenAIResponseContentPartRefusal]
          title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText-Output | 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.
    OpenAIResponseOutputMessageContentOutputText-Input:
      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
        logprobs:
          anyOf:
          - items:
              $ref: '#/components/schemas/OpenAITokenLogProb'
            type: array
          - type: 'null'
      type: object
      required:
      - text
      title: OpenAIResponseOutputMessageContentOutputText
    OpenAIResponseOutputMessageContentOutputText-Output:
      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
        logprobs:
          anyOf:
          - items:
              $ref: '#/components/schemas/OpenAITokenLogProb'
            type: array
          - type: 'null'
      type: object
      required:
      - text
      title: OpenAIResponseOutputMessageContentOutputText
    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.
    OpenAIResponseReasoning:
      properties:
        effort:
          anyOf:
          - type: string
            enum:
            - none
            - minimal
            - low
            - medium
            - high
            - xhigh
          - type: 'null'
      type: object
      title: OpenAIResponseReasoning
      description: |-
        Configuration for reasoning effort in OpenAI responses.

        Controls how much reasoning the model performs before generating a response.
    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:
          type: integer
          title: Cached Tokens
      type: object
      required:
      - cached_tokens
      title: OpenAIResponseUsageInputTokensDetails
      description: Token details for input tokens in OpenAI response usage.
    OpenAIResponseUsageOutputTokensDetails:
      properties:
        reasoning_tokens:
          type: integer
          title: Reasoning Tokens
      type: object
      required:
      - reasoning_tokens
      title: OpenAIResponseUsageOutputTokensDetails
      description: Token details for output tokens in OpenAI response usage.
    OpenAISearchVectorStoreRequest:
      properties:
        query:
          anyOf:
          - type: string
          - items:
              type: string
            type: array
            title: list[string]
          title: string | list[string]
          description: The search query string or list of query strings.
        filters:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          description: Filters to apply to the search.
        max_num_results:
          anyOf:
          - type: integer
          - type: 'null'
          description: Maximum number of results to return.
          default: 10
        ranking_options:
          anyOf:
          - $ref: '#/components/schemas/SearchRankingOptions'
            title: SearchRankingOptions
          - type: 'null'
          description: Options for ranking results.
          title: SearchRankingOptions
        rewrite_query:
          anyOf:
          - type: boolean
          - type: 'null'
          description: Whether to rewrite the query for better results.
          default: false
        search_mode:
          anyOf:
          - type: string
          - type: 'null'
          description: The search mode to use (e.g., 'vector', 'keyword').
          default: vector
      type: object
      required:
      - query
      title: OpenAISearchVectorStoreRequest
      description: Request body for searching a vector store.
    OpenAIUpdateVectorStoreFileRequest:
      properties:
        attributes:
          additionalProperties: true
          type: object
          title: Attributes
          description: The new attributes for the file.
      type: object
      required:
      - attributes
      title: OpenAIUpdateVectorStoreFileRequest
      description: Request body for updating a vector store file.
    OpenAIUpdateVectorStoreRequest:
      properties:
        name:
          anyOf:
          - type: string
          - type: 'null'
          description: The new name for the vector store.
        expires_after:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          description: Expiration policy for the vector store.
        metadata:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          description: Metadata to associate with the vector store.
      type: object
      title: OpenAIUpdateVectorStoreRequest
      description: Request body for updating a vector store.
    OpenAIUserMessageParam-Input:
      properties:
        role:
          type: string
          const: user
          title: Role
          description: Must be 'user' to identify this as a user message.
          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]
          description: The content of the message, which can include text and other media.
        name:
          anyOf:
          - type: string
          - type: 'null'
          description: The name of the user message participant.
      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
          description: Must be 'user' to identify this as a user message.
          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]
          description: The content of the message, which can include text and other media.
        name:
          anyOf:
          - type: string
          - type: 'null'
          description: The name of the user message participant.
      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
    ResponseItemInclude:
      type: string
      enum:
      - web_search_call.action.sources
      - code_interpreter_call.outputs
      - computer_call_output.output.image_url
      - file_search_call.results
      - message.input_image.image_url
      - message.output_text.logprobs
      - reasoning.encrypted_content
      title: ResponseItemInclude
      description: Specify additional output data to include in the model response.
    RunEvalBodyRequest:
      properties:
        benchmark_config:
          $ref: '#/components/schemas/BenchmarkConfig'
          description: The configuration for the benchmark
      type: object
      required:
      - benchmark_config
      title: RunEvalBodyRequest
      description: Request body model for running an evaluation (without path parameter).
    SearchRankingOptions:
      properties:
        ranker:
          anyOf:
          - type: string
          - type: 'null'
        score_threshold:
          anyOf:
          - type: number
          - type: 'null'
          default: 0.0
        alpha:
          anyOf:
          - type: number
            maximum: 1.0
            minimum: 0.0
          - type: 'null'
          description: Weight factor for weighted ranker
        impact_factor:
          anyOf:
          - type: number
            minimum: 0.0
          - type: 'null'
          description: Impact factor for RRF algorithm
        weights:
          anyOf:
          - additionalProperties:
              type: number
            type: object
          - type: 'null'
          description: "Weights for combining vector, keyword, and neural scores. Keys: 'vector', 'keyword', 'neural'"
        model:
          anyOf:
          - type: string
          - type: 'null'
          description: Model identifier for neural reranker
      type: object
      title: SearchRankingOptions
      description: |-
        Options for ranking and filtering search results.

        This class configures how search results are ranked and filtered. You can use algorithm-based
        rerankers (weighted, RRF) or neural rerankers. Defaults from VectorStoresConfig are
        used when parameters are not provided.

        Examples:
            # Weighted ranker with custom alpha
            SearchRankingOptions(ranker="weighted", alpha=0.7)

            # RRF ranker with custom impact factor
            SearchRankingOptions(ranker="rrf", impact_factor=50.0)

            # Use config defaults (just specify ranker type)
            SearchRankingOptions(ranker="weighted")  # Uses alpha from VectorStoresConfig

            # Score threshold filtering
            SearchRankingOptions(ranker="weighted", score_threshold=0.5)
    SetDefaultVersionBodyRequest:
      properties:
        version:
          type: integer
          title: Version
          description: The version to set as default.
      type: object
      required:
      - version
      title: SetDefaultVersionBodyRequest
      description: Request body model for setting the default version of a prompt.
    UpdatePromptBodyRequest:
      properties:
        prompt:
          type: string
          title: Prompt
          description: The updated prompt text content.
        version:
          type: integer
          title: Version
          description: The current version of the prompt being updated.
        variables:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          description: Updated list of variable names that can be used in the prompt template.
        set_as_default:
          type: boolean
          title: Set As Default
          description: Set the new version as the default (default=True).
          default: true
      type: object
      required:
      - prompt
      - version
      title: UpdatePromptBodyRequest
      description: Request body model for updating a prompt.
    _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
          description: Must be 'grammar' to identify this format type.
          title: Type
          type: string
        bnf:
          additionalProperties: true
          description: The BNF grammar specification the response should conform to.
          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
          description: Must be 'json_schema' to identify this format type.
          title: Type
          type: string
        json_schema:
          additionalProperties: true
          description: The JSON schema the response should conform to.
          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:
          description: List of allowed tools.
          items:
            additionalProperties: true
            type: object
          title: Tools
          type: array
        mode:
          description: Mode for allowed tools.
          enum:
          - auto
          - required
          title: Mode
          type: string
      required:
      - tools
      - mode
      title: AllowedToolsConfig
      type: object
    CustomToolConfig:
      description: Custom tool configuration for OpenAI-compatible chat completion requests.
      properties:
        name:
          description: Name of the custom tool.
          title: Name
          type: string
      required:
      - name
      title: CustomToolConfig
      type: object
    FunctionToolConfig:
      properties:
        name:
          description: Name of the function.
          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
          description: Must be 'allowed_tools' to indicate allowed tools response format.
          title: Type
          type: string
        allowed_tools:
          $ref: '#/components/schemas/AllowedToolsConfig'
          description: Allowed tools configuration.
      required:
      - allowed_tools
      title: OpenAIChatCompletionToolChoiceAllowedTools
      type: object
    OpenAIChatCompletionToolChoiceCustomTool:
      description: Custom tool choice for OpenAI-compatible chat completion requests.
      properties:
        type:
          const: custom
          default: custom
          description: Must be 'custom' to indicate custom tool choice.
          title: Type
          type: string
        custom:
          $ref: '#/components/schemas/CustomToolConfig'
          description: Custom tool configuration.
      required:
      - custom
      title: OpenAIChatCompletionToolChoiceCustomTool
      type: object
    OpenAIChatCompletionToolChoiceFunctionTool:
      description: Function tool choice for OpenAI-compatible chat completion requests.
      properties:
        type:
          const: function
          default: function
          description: Must be 'function' to indicate function tool choice.
          title: Type
          type: string
        function:
          $ref: '#/components/schemas/FunctionToolConfig'
          description: The function tool configuration.
      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
    OpenAIFinishReason:
      enum:
      - stop
      - length
      - tool_calls
      - content_filter
      - function_call
      type: string
    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
    ListBenchmarksRequest:
      description: Request model for listing benchmarks.
      properties: {}
      title: ListBenchmarksRequest
      type: object
    GetBenchmarkRequest:
      description: Request model for getting a benchmark.
      properties:
        benchmark_id:
          description: The ID of the benchmark to get.
          title: Benchmark Id
          type: string
      required:
      - benchmark_id
      title: GetBenchmarkRequest
      type: object
    UnregisterBenchmarkRequest:
      description: Request model for unregistering a benchmark.
      properties:
        benchmark_id:
          description: The ID of the benchmark to unregister.
          title: Benchmark Id
          type: string
      required:
      - benchmark_id
      title: UnregisterBenchmarkRequest
      type: object
    GetDatasetRequest:
      description: Request model for getting a dataset by ID.
      properties:
        dataset_id:
          description: The ID of the dataset to get.
          title: Dataset Id
          type: string
      required:
      - dataset_id
      title: GetDatasetRequest
      type: object
    UnregisterDatasetRequest:
      description: Request model for unregistering a dataset.
      properties:
        dataset_id:
          description: The ID of the dataset to unregister.
          title: Dataset Id
          type: string
      required:
      - dataset_id
      title: UnregisterDatasetRequest
      type: object
    ListModelsResponse:
      description: Response containing a list of model objects.
      properties:
        data:
          description: List of model objects.
          items:
            $ref: '#/components/schemas/Model'
          title: Data
          type: array
      required:
      - data
      title: ListModelsResponse
      type: object
    GetModelRequest:
      description: Request model for getting a model by ID.
      properties:
        model_id:
          description: The ID of the model to get.
          title: Model Id
          type: string
      required:
      - model_id
      title: GetModelRequest
      type: object
    UnregisterModelRequest:
      description: Request model for unregistering a model.
      properties:
        model_id:
          description: The ID of the model to unregister.
          title: Model Id
          type: string
      required:
      - model_id
      title: UnregisterModelRequest
      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
    ListScoringFunctionsRequest:
      description: Request model for listing scoring functions.
      properties: {}
      title: ListScoringFunctionsRequest
      type: object
    GetScoringFunctionRequest:
      description: Request model for getting a scoring function.
      properties:
        scoring_fn_id:
          description: The ID of the scoring function to get.
          title: Scoring Fn Id
          type: string
      required:
      - scoring_fn_id
      title: GetScoringFunctionRequest
      type: object
    UnregisterScoringFunctionRequest:
      description: Request model for unregistering a scoring function.
      properties:
        scoring_fn_id:
          description: The ID of the scoring function to unregister.
          title: Scoring Fn Id
          type: string
      required:
      - scoring_fn_id
      title: UnregisterScoringFunctionRequest
      type: object
    GetShieldRequest:
      description: Request model for getting a shield by identifier.
      properties:
        identifier:
          description: The identifier of the shield to get.
          title: Identifier
          type: string
      required:
      - identifier
      title: GetShieldRequest
      type: object
    UnregisterShieldRequest:
      description: Request model for unregistering a shield.
      properties:
        identifier:
          description: The identifier of the shield to unregister.
          title: Identifier
          type: string
      required:
      - identifier
      title: UnregisterShieldRequest
      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
    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
      - file_processors
      - prompts
      - conversations
      - connectors
      - inspect
      - admin
      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
    ListRoutesRequest:
      description: Request to list API routes.
      properties:
        api_filter:
          anyOf:
          - enum:
            - v1
            - v1alpha
            - v1beta
            - deprecated
            type: string
          - type: 'null'
          description: Filter to control which routes are returned. Can be an API level ('v1', 'v1alpha', 'v1beta') to show non-deprecated routes at that level, or 'deprecated' to show deprecated routes across all levels. If not specified, returns all non-deprecated routes.
          nullable: true
      title: ListRoutesRequest
      type: object
    InspectProviderRequest:
      description: Request to inspect a specific provider.
      properties:
        provider_id:
          description: The ID of the provider to inspect.
          title: Provider Id
          type: string
      required:
      - provider_id
      title: InspectProviderRequest
      type: object
    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
    Fp8QuantizationConfig:
      description: Configuration for 8-bit floating point quantization.
      properties:
        type:
          const: fp8_mixed
          default: fp8_mixed
          description: Must be 'fp8_mixed' to identify this quantization type.
          title: Type
          type: string
      title: Fp8QuantizationConfig
      type: object
    Bf16QuantizationConfig:
      description: Configuration for BFloat16 precision (typically no quantization).
      properties:
        type:
          const: bf16
          default: bf16
          description: Must be 'bf16' to identify this quantization type.
          title: Type
          type: string
      title: Bf16QuantizationConfig
      type: object
    Int4QuantizationConfig:
      description: Configuration for 4-bit integer quantization.
      properties:
        type:
          const: int4_mixed
          default: int4_mixed
          description: Must be 'int4' to identify this quantization type.
          title: Type
          type: string
        scheme:
          anyOf:
          - type: string
          - type: 'null'
          default: int4_weight_int8_dynamic_activation
          description: Quantization scheme to use.
      title: Int4QuantizationConfig
      type: object
    UserMessage:
      description: A message from the user in a chat conversation.
      properties:
        role:
          const: user
          default: user
          description: Must be 'user' to identify this as a user message.
          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]
          description: The content of the message, which can include text and other media.
          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'
          description: This field is used internally by Llama Stack to pass RAG context. This field may be removed in the API in the future.
          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
          description: Must be 'tool' to identify this as a tool response.
          title: Role
          type: string
        call_id:
          description: Unique identifier for the tool call this response is for.
          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]
          description: The response content from the tool.
          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
          description: Dictionary mapping tokens to their log probabilities.
          title: Logprobs By Token
          type: object
      required:
      - logprobs_by_token
      title: TokenLogProbs
      type: object
    EmbeddingsResponse:
      description: Response containing generated embeddings.
      properties:
        embeddings:
          description: List of embedding vectors, one per input content. Each embedding is a list of floats. The dimensionality is model-specific.
          items:
            items:
              type: number
            type: array
          title: Embeddings
          type: array
      required:
      - embeddings
      title: EmbeddingsResponse
      type: object
    OpenAICompletionLogprobs:
      description: The log probabilities for the tokens from an OpenAI-compatible completion response.
      properties:
        text_offset:
          anyOf:
          - items:
              type: integer
            type: array
          - type: 'null'
          description: The offset of the token in the text.
          nullable: true
        token_logprobs:
          anyOf:
          - items:
              type: number
            type: array
          - type: 'null'
          description: The log probabilities for the tokens.
          nullable: true
        tokens:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          description: The tokens.
          nullable: true
        top_logprobs:
          anyOf:
          - items:
              additionalProperties:
                type: number
              type: object
            type: array
          - type: 'null'
          description: The top log probabilities for the tokens.
          nullable: true
      title: OpenAICompletionLogprobs
      type: object
    ListChatCompletionsRequest:
      description: Request model for listing chat completions.
      properties:
        after:
          anyOf:
          - type: string
          - type: 'null'
          description: The ID of the last chat completion to return.
          nullable: true
        limit:
          anyOf:
          - minimum: 1
            type: integer
          - type: 'null'
          default: 20
          description: The maximum number of chat completions to return.
        model:
          anyOf:
          - type: string
          - type: 'null'
          description: The model to filter by.
          nullable: true
        order:
          anyOf:
          - $ref: '#/components/schemas/Order'
            title: Order
          - type: 'null'
          default: desc
          description: 'The order to sort the chat completions by: "asc" or "desc". Defaults to "desc".'
          title: Order
      title: ListChatCompletionsRequest
      type: object
    GetChatCompletionRequest:
      description: Request model for getting a chat completion.
      properties:
        completion_id:
          description: ID of the chat completion.
          title: Completion Id
          type: string
      required:
      - completion_id
      title: GetChatCompletionRequest
      type: object
    EmbeddedChunk:
      description: |-
        A chunk of content with its embedding vector for vector database operations.
        Inherits all fields from Chunk and adds embedding-related fields.
      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
        chunk_metadata:
          $ref: '#/components/schemas/ChunkMetadata'
        embedding:
          items:
            type: number
          title: Embedding
          type: array
        embedding_model:
          title: Embedding Model
          type: string
        embedding_dimension:
          title: Embedding Dimension
          type: integer
      required:
      - content
      - chunk_id
      - chunk_metadata
      - embedding
      - embedding_model
      - embedding_dimension
      title: EmbeddedChunk
      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
    ListBatchesRequest:
      description: Request model for listing batches.
      properties:
        after:
          anyOf:
          - type: string
          - type: 'null'
          description: Optional cursor for pagination. Returns batches after this ID.
          nullable: true
        limit:
          default: 20
          description: Maximum number of batches to return. Defaults to 20.
          title: Limit
          type: integer
      title: ListBatchesRequest
      type: object
    RetrieveBatchRequest:
      description: Request model for retrieving a batch.
      properties:
        batch_id:
          description: The ID of the batch to retrieve.
          title: Batch Id
          type: string
      required:
      - batch_id
      title: RetrieveBatchRequest
      type: object
    CancelBatchRequest:
      description: Request model for canceling a batch.
      properties:
        batch_id:
          description: The ID of the batch to cancel.
          title: Batch Id
          type: string
      required:
      - batch_id
      title: CancelBatchRequest
      type: object
    ConnectorInput:
      description: Input for creating a connector
      properties:
        connector_type:
          $ref: '#/components/schemas/ConnectorType'
          default: mcp
        connector_id:
          description: Identifier for the connector
          title: Connector Id
          type: string
        url:
          description: URL of the connector
          title: Url
          type: string
        server_label:
          anyOf:
          - type: string
          - type: 'null'
          description: Label of the server
          nullable: true
      required:
      - connector_id
      - url
      title: ConnectorInput
      type: object
    GetConnectorRequest:
      description: Request model for getting a connector by ID.
      properties:
        connector_id:
          description: Identifier for the connector
          title: Connector Id
          type: string
      required:
      - connector_id
      title: GetConnectorRequest
      type: object
    ListConnectorToolsRequest:
      description: Request model for listing tools from a connector.
      properties:
        connector_id:
          description: Identifier for the connector
          title: Connector Id
          type: string
      required:
      - connector_id
      title: ListConnectorToolsRequest
      type: object
    GetConnectorToolRequest:
      description: Request model for getting a tool from a connector.
      properties:
        connector_id:
          description: Identifier for the connector
          title: Connector Id
          type: string
        tool_name:
          description: Name of the tool
          title: Tool Name
          type: string
      required:
      - connector_id
      - tool_name
      title: GetConnectorToolRequest
      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
    GetConversationRequest:
      description: Request model for getting a conversation by ID.
      properties:
        conversation_id:
          description: The conversation identifier.
          title: Conversation Id
          type: string
      required:
      - conversation_id
      title: GetConversationRequest
      type: object
    DeleteConversationRequest:
      description: Request model for deleting a conversation.
      properties:
        conversation_id:
          description: The conversation identifier.
          title: Conversation Id
          type: string
      required:
      - conversation_id
      title: DeleteConversationRequest
      type: object
    RetrieveItemRequest:
      description: Request model for retrieving a conversation item.
      properties:
        conversation_id:
          description: The conversation identifier.
          title: Conversation Id
          type: string
        item_id:
          description: The item identifier.
          title: Item Id
          type: string
      required:
      - conversation_id
      - item_id
      title: RetrieveItemRequest
      type: object
    ListItemsRequest:
      description: Request model for listing items in a conversation.
      properties:
        conversation_id:
          description: The conversation identifier.
          title: Conversation Id
          type: string
        after:
          anyOf:
          - type: string
          - type: 'null'
          description: An item ID to list items after, used in pagination.
          nullable: true
        include:
          anyOf:
          - items:
              $ref: '#/components/schemas/ConversationItemInclude'
            type: array
          - type: 'null'
          description: Specify additional output data to include in the response.
          nullable: true
        limit:
          anyOf:
          - type: integer
          - type: 'null'
          description: A limit on the number of objects to be returned (1-100, default 20).
          nullable: true
        order:
          anyOf:
          - enum:
            - asc
            - desc
            type: string
          - type: 'null'
          description: The order to return items in (asc or desc, default desc).
          nullable: true
      required:
      - conversation_id
      title: ListItemsRequest
      type: object
    DeleteItemRequest:
      description: Request model for deleting a conversation item.
      properties:
        conversation_id:
          description: The conversation identifier.
          title: Conversation Id
          type: string
        item_id:
          description: The item identifier.
          title: Item Id
          type: string
      required:
      - conversation_id
      - item_id
      title: DeleteItemRequest
      type: object
    IterRowsRequest:
      description: Request model for iterating over rows in a dataset.
      properties:
        dataset_id:
          description: The ID of the dataset to get the rows from.
          title: Dataset Id
          type: string
        start_index:
          anyOf:
          - type: integer
          - type: 'null'
          description: Index into dataset for the first row to get. Get all rows if None.
          nullable: true
        limit:
          anyOf:
          - type: integer
          - type: 'null'
          description: The number of rows to get.
          nullable: true
      required:
      - dataset_id
      title: IterRowsRequest
      type: object
    BenchmarkIdRequest:
      description: Request model containing benchmark_id path parameter.
      properties:
        benchmark_id:
          description: The ID of the benchmark
          minLength: 1
          title: Benchmark Id
          type: string
      required:
      - benchmark_id
      title: BenchmarkIdRequest
      type: object
    JobStatusRequest:
      description: Request model for getting the status of a job.
      properties:
        benchmark_id:
          description: The ID of the benchmark associated with the job
          minLength: 1
          title: Benchmark Id
          type: string
        job_id:
          description: The ID of the job to get the status of
          minLength: 1
          title: Job Id
          type: string
      required:
      - benchmark_id
      - job_id
      title: JobStatusRequest
      type: object
    JobCancelRequest:
      description: Request model for canceling a job.
      properties:
        benchmark_id:
          description: The ID of the benchmark associated with the job
          minLength: 1
          title: Benchmark Id
          type: string
        job_id:
          description: The ID of the job to cancel
          minLength: 1
          title: Job Id
          type: string
      required:
      - benchmark_id
      - job_id
      title: JobCancelRequest
      type: object
    JobResultRequest:
      description: Request model for getting the result of a job.
      properties:
        benchmark_id:
          description: The ID of the benchmark associated with the job
          minLength: 1
          title: Benchmark Id
          type: string
        job_id:
          description: The ID of the job to get the result of
          minLength: 1
          title: Job Id
          type: string
      required:
      - benchmark_id
      - job_id
      title: JobResultRequest
      type: object
    ProcessFileResponse:
      description: |-
        Response model for file processing operation.

        Returns a list of chunks ready for storage in vector databases.
        Each chunk contains the content and metadata.
      properties:
        chunks:
          description: Processed chunks from the file. Always returns at least one chunk.
          items:
            $ref: '#/components/schemas/Chunk'
          title: Chunks
          type: array
        metadata:
          additionalProperties: true
          description: Processing-run metadata such as processor name/version, processing_time_ms, page_count, extraction_method (e.g. docling/pypdf/ocr), confidence scores, plus provider-specific fields.
          title: Metadata
          type: object
      required:
      - chunks
      - metadata
      title: ProcessFileResponse
      type: object
    ListFilesRequest:
      description: Request model for listing files.
      properties:
        after:
          anyOf:
          - type: string
          - type: 'null'
          description: A cursor for pagination. Returns files after this ID.
          nullable: true
        limit:
          anyOf:
          - type: integer
          - type: 'null'
          default: 10000
          description: Maximum number of files to return (1-10,000).
        order:
          anyOf:
          - $ref: '#/components/schemas/Order'
            title: Order
          - type: 'null'
          default: desc
          description: Sort order by created_at timestamp ('asc' or 'desc').
          title: Order
        purpose:
          anyOf:
          - $ref: '#/components/schemas/OpenAIFilePurpose'
            title: OpenAIFilePurpose
          - type: 'null'
          description: Filter files by purpose.
          nullable: true
          title: OpenAIFilePurpose
      title: ListFilesRequest
      type: object
    RetrieveFileRequest:
      description: Request model for retrieving a file.
      properties:
        file_id:
          description: The ID of the file to retrieve.
          title: File Id
          type: string
      required:
      - file_id
      title: RetrieveFileRequest
      type: object
    DeleteFileRequest:
      description: Request model for deleting a file.
      properties:
        file_id:
          description: The ID of the file to delete.
          title: File Id
          type: string
      required:
      - file_id
      title: DeleteFileRequest
      type: object
    RetrieveFileContentRequest:
      description: Request model for retrieving file content.
      properties:
        file_id:
          description: The ID of the file to retrieve content from.
          title: File Id
          type: string
      required:
      - file_id
      title: RetrieveFileContentRequest
      type: object
    UploadFileRequest:
      description: Request model for uploading a file.
      properties:
        purpose:
          $ref: '#/components/schemas/OpenAIFilePurpose'
          description: The intended purpose of the uploaded file.
        expires_after:
          anyOf:
          - $ref: '#/components/schemas/ExpiresAfter'
            title: ExpiresAfter
          - type: 'null'
          description: Optional expiration settings for the file.
          nullable: true
          title: ExpiresAfter
      required:
      - purpose
      title: UploadFileRequest
      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
    GetTrainingJobStatusRequest:
      description: Request to get the status of a training job.
      properties:
        job_uuid:
          description: The UUID of the job to get the status of.
          title: Job Uuid
          type: string
      required:
      - job_uuid
      title: GetTrainingJobStatusRequest
      type: object
    GetTrainingJobArtifactsRequest:
      description: Request to get the artifacts of a training job.
      properties:
        job_uuid:
          description: The UUID of the job to get the artifacts of.
          title: Job Uuid
          type: string
      required:
      - job_uuid
      title: GetTrainingJobArtifactsRequest
      type: object
    ListPromptVersionsRequest:
      description: Request model for listing all versions of a prompt.
      properties:
        prompt_id:
          description: The identifier of the prompt to list versions for.
          title: Prompt Id
          type: string
      required:
      - prompt_id
      title: ListPromptVersionsRequest
      type: object
    GetPromptRequest:
      description: Request model for getting a prompt by ID and optional version.
      properties:
        prompt_id:
          description: The identifier of the prompt to get.
          title: Prompt Id
          type: string
        version:
          anyOf:
          - type: integer
          - type: 'null'
          description: The version of the prompt to get (defaults to latest).
          nullable: true
      required:
      - prompt_id
      title: GetPromptRequest
      type: object
    DeletePromptRequest:
      description: Request model for deleting a prompt.
      properties:
        prompt_id:
          description: The identifier of the prompt to delete.
          title: Prompt Id
          type: string
      required:
      - prompt_id
      title: DeletePromptRequest
      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: []