Aleph Alpha Responses API

Create, retrieve, and delete responses. Supports streaming and multi-turn conversations via response chaining.

Operations 4

POST /v1/responses Post Responses Endpoint #
GET /v1/responses/{response_id} Get Responses Endpoint #
DELETE /v1/responses/{response_id} Delete Response Endpoint #
PATCH /v1/responses/{response_id} Update Response Endpoint #

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OpenAPI Specification

aleph-alpha-responses-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  title: Stateful Responses API
  version: 0.4.23
  description: Create, retrieve, and delete responses. Supports streaming and multi-turn conversations via response chaining.
servers:
- url: '{host}'
  variables:
    host:
      default: https://api.pharia.example.com
tags:
- name: Responses
  description: Create, retrieve, and delete responses. Supports streaming and multi-turn conversations via response chaining.
paths:
  /v1/responses:
    post:
      tags:
      - Responses
      summary: Post Responses Endpoint
      description: 'Handle POST /v1/responses - with history reconstruction and storage.


        If previous_response_id is provided, reconstructs the conversation history

        and includes it in the request to the backend. Stores the request-response

        pair for future history reconstruction.


        Instructions resolution priority:

        1. prompt.id (render template with variables)

        2. explicit instructions field

        3. inherited from previous_response_id

        4. default_system_prompt from config


        Supports both streaming (stream=true) and non-streaming modes.

        Supports background mode (background=true) returning 202.'
      operationId: post_responses_endpoint_v1_responses_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ResponseRequest'
        required: true
      responses:
        '200':
          description: When `stream=false` (default), returns a JSON response. When `stream=true`, returns Server-Sent Events.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResponseResponse'
            text/event-stream:
              schema:
                type: string
                description: 'Server-Sent Events stream following the OpenAI Responses API format.


                  Each event is sent as `data: {json}\n\n` with the following event types:


                  - `response.created` — initial response object (status: in_progress)

                  - `response.in_progress` — status update

                  - `response.output_item.added` — new output item added

                  - `response.content_part.added` — new content part added

                  - `response.output_text.delta` — incremental text delta

                  - `response.completed` — final event with complete response object


                  The stream ends with `data: [DONE]\n\n`.'
        '400':
          description: Bad Request
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
        '401':
          description: Unauthorized
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
        '403':
          description: Forbidden
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
        '404':
          description: Not Found
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
        '422':
          description: Validation errors are returned as 400, not 422. This entry exists because FastAPI generates it automatically.
        '425':
          description: Too Early
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
        '500':
          description: Internal Server Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
        '501':
          description: Not Implemented
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
        '502':
          description: Bad Gateway
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
      security:
      - HTTPBearer: []
  /v1/responses/{response_id}:
    get:
      tags:
      - Responses
      summary: Get Responses Endpoint
      description: 'Handle GET /v1/responses/{response_id} - retrieve stored response.


        Supports both streaming and non-streaming retrieval.

        For req_* IDs (background requests), checks pending status first.'
      operationId: get_responses_endpoint_v1_responses__response_id__get
      security:
      - HTTPBearer: []
      parameters:
      - name: response_id
        in: path
        required: true
        schema:
          type: string
          title: Response Id
      - name: stream
        in: query
        required: false
        schema:
          type: boolean
          default: false
          title: Stream
      - name: include_deleted
        in: query
        required: false
        schema:
          type: boolean
          description: Include soft-deleted responses. Admin-only; returns 403 for non-admin callers.
          default: false
          title: Include Deleted
        description: Include soft-deleted responses. Admin-only; returns 403 for non-admin callers.
      responses:
        '200':
          description: When `stream=false` (default), returns a JSON response. When `stream=true`, returns Server-Sent Events.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResponseResponse'
            text/event-stream:
              schema:
                type: string
                description: 'Server-Sent Events stream following the OpenAI Responses API format.


                  Each event is sent as `data: {json}\n\n` with the following event types:


                  - `response.created` — initial response object (status: in_progress)

                  - `response.in_progress` — status update

                  - `response.output_item.added` — new output item added

                  - `response.content_part.added` — new content part added

                  - `response.output_text.delta` — incremental text delta

                  - `response.completed` — final event with complete response object


                  The stream ends with `data: [DONE]\n\n`.'
        '400':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Bad Request
        '401':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Unauthorized
        '403':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Forbidden
        '404':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Not Found
        '422':
          description: Validation errors are returned as 400, not 422. This entry exists because FastAPI generates it automatically.
        '425':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Too Early
        '500':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Internal Server Error
        '501':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Not Implemented
        '502':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Bad Gateway
    delete:
      tags:
      - Responses
      summary: Delete Response Endpoint
      description: 'Handle DELETE /v1/responses/{response_id} - delete stored response.


        If the answer is not found, return 200 anyways.'
      operationId: delete_response_endpoint_v1_responses__response_id__delete
      security:
      - HTTPBearer: []
      parameters:
      - name: response_id
        in: path
        required: true
        schema:
          type: string
          title: Response Id
      - name: hard_delete
        in: query
        required: false
        schema:
          type: boolean
          default: false
          title: Hard Delete
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '400':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Bad Request
        '401':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Unauthorized
        '403':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Forbidden
        '404':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Not Found
        '422':
          description: Validation errors are returned as 400, not 422. This entry exists because FastAPI generates it automatically.
        '425':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Too Early
        '500':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Internal Server Error
        '501':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Not Implemented
        '502':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Bad Gateway
    patch:
      tags:
      - Responses
      summary: Update Response Endpoint
      description: Handle PATCH /v1/responses/{response_id} - update a stored response.
      operationId: update_response_endpoint_v1_responses__response_id__patch
      security:
      - HTTPBearer: []
      parameters:
      - name: response_id
        in: path
        required: true
        schema:
          type: string
          title: Response Id
      - name: recovery_from_delete
        in: query
        required: false
        schema:
          type: boolean
          default: false
          title: Recovery From Delete
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResponseResponse'
        '400':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Bad Request
        '401':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Unauthorized
        '403':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Forbidden
        '404':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Not Found
        '422':
          description: Validation errors are returned as 400, not 422. This entry exists because FastAPI generates it automatically.
        '425':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Too Early
        '500':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Internal Server Error
        '501':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Not Implemented
        '502':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
          description: Bad Gateway
components:
  schemas:
    Function:
      properties:
        type:
          type: string
          const: function
          title: Type
          description: Tool type, must be 'function'
        name:
          type: string
          title: Name
          description: Name of the function tool
        parameters:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Parameters
        strict:
          type: boolean
          title: Strict
          default: true
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
      type: object
      required:
      - type
      - name
      title: Function
      description: Function tool definition (client-executed).
    InputItemMcpApprovalRequest:
      properties:
        type:
          type: string
          const: mcp_approval_request
          title: Type
        id:
          type: string
          pattern: ^mcpr_[a-zA-Z0-9_-]+$
          title: Id
          description: Unique identifier for the approval request
        name:
          anyOf:
          - type: string
          - type: 'null'
          title: Name
        server_label:
          anyOf:
          - type: string
          - type: 'null'
          title: Server Label
        arguments:
          anyOf:
          - type: string
          - type: 'null'
          title: Arguments
      type: object
      required:
      - type
      - id
      title: InputItemMcpApprovalRequest
    InputItemReasoning:
      properties:
        type:
          type: string
          const: reasoning
          title: Type
        id:
          type: string
          pattern: ^rs_[a-zA-Z0-9_-]+$
          title: Id
          description: Unique identifier for reasoning messages
        status:
          anyOf:
          - type: string
            enum:
            - in_progress
            - completed
            - incomplete
          - type: 'null'
          title: Status
        role:
          anyOf:
          - type: string
          - type: 'null'
          title: Role
        content:
          anyOf:
          - type: string
          - items:
              $ref: '#/components/schemas/ContentItem'
            type: array
          - items:
              type: string
            type: array
          - type: 'null'
          title: Content
        summary:
          items:
            $ref: '#/components/schemas/ReasoningSummaryItem'
          type: array
          title: Summary
          description: Reasoning summary items returned by the downstream service.
      type: object
      required:
      - type
      - id
      title: InputItemReasoning
      description: Input item for reasoning type messages.
    InputItemFunctionCall:
      properties:
        type:
          type: string
          const: function_call
          title: Type
        call_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Call Id
        id:
          anyOf:
          - type: string
          - type: 'null'
          title: Id
        status:
          anyOf:
          - type: string
            enum:
            - in_progress
            - completed
            - incomplete
          - type: 'null'
          title: Status
        name:
          anyOf:
          - type: string
          - type: 'null'
          title: Name
        arguments:
          anyOf:
          - type: string
          - type: 'null'
          title: Arguments
      type: object
      required:
      - type
      title: InputItemFunctionCall
      description: Input item for function call (history reconstruction).
    InputItemMcpApprovalResponses:
      properties:
        type:
          type: string
          const: mcp_approval_response
          title: Type
        id:
          type: string
          pattern: ^mcpa_[a-zA-Z0-9_-]+$
          title: Id
          description: Unique identifier for the approval response
        approval_request_id:
          type: string
          title: Approval Request Id
        approve:
          type: boolean
          title: Approve
        name:
          anyOf:
          - type: string
          - type: 'null'
          title: Name
        arguments:
          anyOf:
          - type: string
          - type: 'null'
          title: Arguments
      type: object
      required:
      - type
      - id
      - approval_request_id
      - approve
      title: InputItemMcpApprovalResponses
    ResponseRequest:
      properties:
        model:
          type: string
          title: Model
          description: The model to use for this request.
        input:
          anyOf:
          - type: string
          - items:
              oneOf:
              - $ref: '#/components/schemas/InputItemMessage'
              - $ref: '#/components/schemas/InputItemReasoning'
              - $ref: '#/components/schemas/InputItemFunctionCall'
              - $ref: '#/components/schemas/InputItemFunctionCallOutput'
              - $ref: '#/components/schemas/InputItemMcpApprovalRequest'
              - $ref: '#/components/schemas/InputItemMcpApprovalResponses'
              - $ref: '#/components/schemas/InputItemMcpListTools'
              - $ref: '#/components/schemas/InputItemMcpCall'
              description: Input item type, used to determine the input item schema
              discriminator:
                propertyName: type
                mapping:
                  function_call: '#/components/schemas/InputItemFunctionCall'
                  function_call_output: '#/components/schemas/InputItemFunctionCallOutput'
                  mcp_approval_request: '#/components/schemas/InputItemMcpApprovalRequest'
                  mcp_approval_response: '#/components/schemas/InputItemMcpApprovalResponses'
                  mcp_call: '#/components/schemas/InputItemMcpCall'
                  mcp_list_tools: '#/components/schemas/InputItemMcpListTools'
                  message: '#/components/schemas/InputItemMessage'
                  reasoning: '#/components/schemas/InputItemReasoning'
            type: array
          title: Input
          description: Context for the model. May be a string or an array of input items.
        instructions:
          anyOf:
          - type: string
          - type: 'null'
          title: Instructions
          description: Additional instructions to guide the model for this request.
        previous_response_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Previous Response Id
          description: The ID of the response to use as the prior turn.
        prompt:
          anyOf:
          - $ref: '#/components/schemas/PromptConfig'
          - type: 'null'
        temperature:
          anyOf:
          - type: number
            maximum: 2.0
            minimum: 0.0
          - type: 'null'
          title: Temperature
          description: Sampling temperature between 0 and 2.
        top_p:
          anyOf:
          - type: number
            maximum: 1.0
            minimum: 0.0
          - type: 'null'
          title: Top P
          description: Nucleus sampling parameter, between 0 and 1.
        max_output_tokens:
          anyOf:
          - type: integer
            exclusiveMinimum: 0.0
          - type: 'null'
          title: Max Output Tokens
          description: The maximum number of tokens the model may generate.
        stream:
          type: boolean
          title: Stream
          description: Whether to stream response events as server-sent events.
          default: false
        stop:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          title: Stop
        modify_request:
          type: boolean
          title: Modify Request
          default: true
        conversation:
          anyOf:
          - $ref: '#/components/schemas/ConversationRef'
          - type: 'null'
        tools:
          anyOf:
          - items:
              oneOf:
              - $ref: '#/components/schemas/Function'
              - $ref: '#/components/schemas/MCPTool'
              description: Tool type, used to determine the tool schema
              discriminator:
                propertyName: type
                mapping:
                  function: '#/components/schemas/Function'
                  mcp: '#/components/schemas/MCPTool'
            type: array
          - type: 'null'
          title: Tools
          description: A list of tools that the model may call while generating the response.
        tool_choice:
          anyOf:
          - type: string
            enum:
            - auto
            - required
            - none
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Tool Choice
          description: Controls which tool the model should use, if any.
        parallel_tool_calls:
          type: boolean
          title: Parallel Tool Calls
          description: Whether the model may call multiple tools in parallel.
          default: true
        include:
          anyOf:
          - items:
              type: string
              enum:
              - message.output_text.logprobs
              - reasoning.encrypted_content
            type: array
          - type: 'null'
          title: Include
        store:
          type: boolean
          title: Store
          description: Whether to store the response so it can be retrieved later.
          default: true
        metadata:
          anyOf:
          - additionalProperties:
              type: string
            type: object
          - type: 'null'
          title: Metadata
          description: Key-value pairs for storing additional information about the object.
        truncation:
          anyOf:
          - type: string
          - type: 'null'
          title: Truncation
          description: Controls how the service truncates input exceeding the context window.
        text:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Text
          description: Configuration options for text output.
        presence_penalty:
          anyOf:
          - type: number
            maximum: 2.0
            minimum: -2.0
          - type: 'null'
          title: Presence Penalty
          description: Penalizes new tokens based on whether they appear in the text so far.
        frequency_penalty:
          anyOf:
          - type: number
            maximum: 2.0
            minimum: -2.0
          - type: 'null'
          title: Frequency Penalty
          description: Penalizes new tokens based on their frequency in the text so far.
        top_logprobs:
          anyOf:
          - type: integer
            maximum: 20.0
            minimum: 0.0
          - type: 'null'
          title: Top Logprobs
          description: Number of most likely tokens to return at each position.
        max_tool_calls:
          anyOf:
          - type: integer
            exclusiveMinimum: 0.0
          - type: 'null'
          title: Max Tool Calls
          description: The maximum number of tool calls the model may make.
        service_tier:
          anyOf:
          - type: string
          - type: 'null'
          title: Service Tier
          description: The service tier to use for this request.
        background:
          type: boolean
          title: Background
          description: Whether to run the request in the background and return immediately.
          default: false
        reasoning:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Reasoning
          description: Configuration options for reasoning behavior.
      type: object
      required:
      - model
      - input
      title: ResponseRequest
      description: 'Request for Open Responses API.


        Supports MCP hosted tools (server-executed).'
    ResponseResponse:
      properties:
        id:
          type: string
          title: Id
          description: The unique ID of the response.
        object:
          type: string
          title: Object
          description: The object type.
          default: response
        created_at:
          type: integer
          title: Created At
          description: The Unix timestamp (in seconds) for when the response was created.
        completed_at:
          anyOf:
          - type: integer
          - type: 'null'
          title: Completed At
          description: The Unix timestamp (in seconds) for when the response was completed.
        status:
          type: string
          title: Status
          description: The status of the response.
          default: completed
        incomplete_details:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Incomplete Details
          description: Details about why the response was incomplete, if applicable.
        model:
          type: string
          title: Model
          description: The model that generated this response.
        previous_response_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Previous Response Id
          description: The ID of the previous response in the conversation chain, if any.
        instructions:
          anyOf:
          - type: string
          - type: 'null'
          title: Instructions
          description: Additional instructions used to guide the model for this response.
        output:
          items:
            oneOf:
            - $ref: '#/components/schemas/InputItemMessage'
            - $ref: '#/components/schemas/InputItemReasoning'
            - $ref: '#/components/schemas/InputItemFunctionCall'
            - $ref: '#/components/schemas/InputItemFunctionCallOutput'
            - $ref: '#/components/schemas/InputItemMcpApprovalRequest'
            - $ref: '#/components/schemas/InputItemMcpApprovalResponses'
            - $ref: '#/components/schemas/InputItemMcpListTools'
            - $ref: '#/components/schemas/InputItemMcpCall'
            description: Input item type, used to determine the input item schema
            discriminator:
              propertyName: type
              mapping:
                function_call: '#/components/schemas/InputItemFunctionCall'
                function_call_output: '#/components/schemas/InputItemFunctionCallOutput'
                mcp_approval_request: '#/components/schemas/InputItemMcpApprovalRequest'
                mcp_approval_response: '#/components/schemas/InputItemMcpApprovalResponses'
                mcp_call: '#/components/schemas/InputItemMcpCall'
                mcp_list_tools: '#/components/schemas/InputItemMcpListTools'
                message: '#/components/schemas/InputItemMessage'
                reasoning: '#/components/schemas/InputItemReasoning'
          type: array
          title: Output
          description: The output items generated by the model.
        error:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Error
          description: The error that occurred, if the response failed.
        tools:
          items:
            oneOf:
            - $ref: '#/components/schemas/Function'
            - $ref: '#/components/schemas/MCPTool'
            description: Tool type, used to determine the tool schema
            discriminator:
              propertyName: type
              mapping:
                function: '#/components/schemas/Function'
                mcp: '#/components/schemas/MCPTool'
          type: array
          title: Tools
          description: The tools available to the model during response generation.
        tool_choice:
          anyOf:
          - type: string
            enum:
            - auto
            - required
            - none
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Tool Choice
          description: Controls which tool the model should use, if any.
        truncation:
          anyOf:
          - type: string
          - type: 'null'
          title: Truncation
          description: How the input was truncated when it exceeded the model context window.
        parallel_tool_calls:
          type: boolean
          title: Parallel Tool Calls
          description: Whether the model was allowed to call multiple tools in parallel.
          default: true
        text:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Text
          description: Configuration options for text output.
        top_p:
          anyOf:
          - type: number
          - type: 'null'
          title: Top P
          description: The nucleus sampling parameter used for this response.
        temperature:
          anyOf:
          - type: number
          - type: 'null'
          title: Temperature
          description: The sampling temperature used for this response.
        presence_penalty:
          anyOf:
          - type: number
          - type: 'null'
          title: Presence Penalty
          description: Penalizes new tokens based on whether they appear in the text so far.
        frequency_penalty:
          anyOf:
          - type: number
          - type: 'null'
          title: Frequency Penalty
          description: Penalizes new tokens based on their frequency in the text so far.
        top_logprobs:
          anyOf:
          - type: integer
          - type: 'null'
          title: Top Logprobs
          description: Number of most likely tokens returned at each position.
        reasoning:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Reasoning
          description: Reasoning configuration and outputs produced for this response.
        usage:
          $ref: '#/components/schemas/UsageInfo'
          description: Token usage statistics for the response.
        max_output_tokens:
          anyOf:
          - type: integer
          - type: 'null'
          title: Max Output Tokens
          description: The maximum number of tokens the model was allowed to generate.
        max_tool_calls:
          anyOf:
          - type: integer
          - type: 'null'
          title: Max Tool Calls
          description: The maximum number of tool calls the model was allowed to make.
        store:
          type: boolean
          title: Store
          description: Whether this response was stored for later retrieval.
          default: true
        background:
          type: boolean
          title: Background
          description: Whether this request was run in the background.
          default: false
        service_tier:
          anyOf:
          - type: string
          - type: 'null'
          title: Service Tier
          description: The service tier used for this response.
        metadata:
          anyOf:
          - additionalProperties:
              type: string
            type: object
          - type: 'null'
          title: Metadata
          description: Key-value pairs for storing additional information about the response.
        prompt_cache_key:
          anyOf:
          - type: string
          - type: 'null'
          title: Prompt Cache Key
          description: A key used to read from or write to the prompt cache.
        conversation:
          anyOf:
          - $ref: '#/components/schemas/ConversationRef'
          - type: 'null'
          description: The conversation this response belongs to, if any.
        safety_identifier:
          

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