openapi.yaml

openapi: 3.1.0
info:
  title: fleet-rlm
  version: 0.5.0
paths:
  /health:
    get:
      tags:
      - health
      summary: Health
      description: Report a lightweight server health signal and package version.
      operationId: health_health_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HealthResponse'
        '503':
          description: Health status could not be determined.
  /ready:
    get:
      tags:
      - health
      summary: Ready
      description: Report whether critical startup dependencies are ready for requests.
      operationId: ready_ready_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ReadyResponse'
        '503':
          description: Readiness evaluation could not complete.
  /api/v1/auth/me:
    get:
      tags:
      - auth
      summary: Get Me
      description: Return the authenticated identity and any admitted control-plane
        IDs.
      operationId: get_me_api_v1_auth_me_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AuthMeResponse'
        '401':
          description: Authentication is required or the provided token is invalid.
        '403':
          description: The authenticated tenant or user is not admitted to Fleet RLM.
        '503':
          description: Authentication or repository services are not configured yet.
      security:
      - HTTPBearer: []
  /api/v1/sessions/state:
    get:
      tags:
      - sessions
      summary: List Session State
      description: Return lightweight summaries of active/restored in-memory session
        state.
      operationId: list_session_state_api_v1_sessions_state_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/SessionStateResponse'
        '401':
          description: Authentication is required or the provided token is invalid.
        '503':
          description: Session state is unavailable because server startup is incomplete.
      security:
      - HTTPBearer: []
  /api/v1/sessions:
    get:
      tags:
      - sessions
      summary: List session history
      description: Paginated list of durable session transcripts with search and status
        filters.
      operationId: list_sessions_endpoint_api_v1_sessions_get
      security:
      - HTTPBearer: []
      parameters:
      - name: search
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Full-text search on title
          title: Search
        description: Full-text search on title
      - name: status
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Filter by status (active, archived)
          title: Status
        description: Filter by status (active, archived)
      - name: limit
        in: query
        required: false
        schema:
          type: integer
          maximum: 100
          minimum: 1
          description: Page size
          default: 20
          title: Limit
        description: Page size
      - name: offset
        in: query
        required: false
        schema:
          type: integer
          minimum: 0
          description: Pagination offset
          default: 0
          title: Offset
        description: Pagination offset
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/SessionListResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/v1/sessions/{session_id}:
    get:
      tags:
      - sessions
      summary: Get session detail
      description: Return session metadata and turn count for a specific session.
      operationId: get_session_detail_api_v1_sessions__session_id__get
      security:
      - HTTPBearer: []
      parameters:
      - name: session_id
        in: path
        required: true
        schema:
          type: string
          description: Identifier of the session to inspect.
          title: Session Id
        description: Identifier of the session to inspect.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/SessionDetailResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
    delete:
      tags:
      - sessions
      summary: Archive session
      description: Soft-delete (archive) a session. Returns success when archived,
        404 if not found or not owned.
      operationId: delete_session_endpoint_api_v1_sessions__session_id__delete
      security:
      - HTTPBearer: []
      parameters:
      - name: session_id
        in: path
        required: true
        schema:
          type: string
          description: Identifier of the session to archive.
          title: Session Id
        description: Identifier of the session to archive.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/SessionDeleteResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/v1/sessions/{session_id}/turns:
    get:
      tags:
      - sessions
      summary: Get session turns
      description: Paginated turn-by-turn transcript for a session.
      operationId: get_session_turns_api_v1_sessions__session_id__turns_get
      security:
      - HTTPBearer: []
      parameters:
      - name: session_id
        in: path
        required: true
        schema:
          type: string
          description: Identifier of the session whose turns to list.
          title: Session Id
        description: Identifier of the session whose turns to list.
      - name: limit
        in: query
        required: false
        schema:
          type: integer
          maximum: 200
          minimum: 1
          description: Page size
          default: 50
          title: Limit
        description: Page size
      - name: offset
        in: query
        required: false
        schema:
          type: integer
          minimum: 0
          description: Pagination offset
          default: 0
          title: Offset
        description: Pagination offset
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TurnListResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/v1/sessions/{session_id}/export:
    post:
      tags:
      - sessions
      summary: Export session as GEPA dataset
      description: Convert a session's turn history into a JSONL dataset suitable
        for GEPA optimization. Requires a target module slug to determine the column
        mapping.
      operationId: export_session_endpoint_api_v1_sessions__session_id__export_post
      security:
      - HTTPBearer: []
      parameters:
      - name: session_id
        in: path
        required: true
        schema:
          type: string
          description: Identifier of the session to export as a dataset.
          title: Session Id
        description: Identifier of the session to export as a dataset.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/SessionExportRequest'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DatasetResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/v1/runtime/settings:
    get:
      tags:
      - runtime
      summary: Get Runtime Settings
      description: Return the effective runtime settings snapshot used by the local
        server.
      operationId: get_runtime_settings_api_v1_runtime_settings_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/RuntimeSettingsSnapshot'
        '401':
          description: Authentication is required or the provided token is invalid.
        '503':
          description: Runtime services are unavailable because server startup is
            incomplete.
      security:
      - HTTPBearer: []
    patch:
      tags:
      - runtime
      summary: Patch Runtime Settings
      description: Persist allowed runtime setting changes and hot-apply them in-process.
      operationId: patch_runtime_settings_api_v1_runtime_settings_patch
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/RuntimeSettingsUpdateRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/RuntimeSettingsUpdateResponse'
        '401':
          description: Authentication is required or the provided token is invalid.
        '503':
          description: Runtime services are unavailable because server startup is
            incomplete.
        '400':
          description: The supplied runtime setting values failed validation.
        '403':
          description: Runtime settings can only be updated when APP_ENV=local.
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - HTTPBearer: []
  /api/v1/runtime/tests/lm:
    post:
      tags:
      - runtime
      summary: Test Lm Connection
      description: Verify that the planner and delegate language-model configuration
        can load.
      operationId: test_lm_connection_api_v1_runtime_tests_lm_post
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/RuntimeConnectivityTestResponse'
        '401':
          description: Authentication is required or the provided token is invalid.
        '503':
          description: Runtime services are unavailable because server startup is
            incomplete.
      security:
      - HTTPBearer: []
  /api/v1/runtime/tests/daytona:
    post:
      tags:
      - runtime
      summary: Test Daytona Connection
      description: Run the Daytona preflight and connectivity check exposed in runtime
        diagnostics.
      operationId: test_daytona_connection_api_v1_runtime_tests_daytona_post
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/RuntimeConnectivityTestResponse'
        '401':
          description: Authentication is required or the provided token is invalid.
        '503':
          description: Runtime services are unavailable because server startup is
            incomplete.
      security:
      - HTTPBearer: []
  /api/v1/runtime/status:
    get:
      tags:
      - runtime
      summary: Get Runtime Status
      description: Return the combined runtime readiness, model, and provider diagnostics
        snapshot.
      operationId: get_runtime_status_api_v1_runtime_status_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/RuntimeStatusResponse'
        '401':
          description: Authentication is required or the provided token is invalid.
        '503':
          description: Runtime services are unavailable because server startup is
            incomplete.
      security:
      - HTTPBearer: []
  /api/v1/runtime/volume/tree:
    get:
      tags:
      - runtime
      summary: Get Volume Tree
      description: List the runtime volume tree for the active workspace and provider.
      operationId: get_volume_tree_api_v1_runtime_volume_tree_get
      security:
      - HTTPBearer: []
      parameters:
      - name: root_path
        in: query
        required: false
        schema:
          type: string
          description: Directory path to list within the selected runtime volume.
          default: /
          title: Root Path
        description: Directory path to list within the selected runtime volume.
      - name: max_depth
        in: query
        required: false
        schema:
          type: integer
          maximum: 10
          minimum: 1
          description: Maximum directory depth to traverse while building the file
            tree.
          default: 3
          title: Max Depth
        description: Maximum directory depth to traverse while building the file tree.
      - name: provider
        in: query
        required: false
        schema:
          anyOf:
          - const: daytona
            type: string
          - type: 'null'
          description: Optional runtime volume backend override. Defaults to the active
            sandbox provider.
          title: Provider
        description: Optional runtime volume backend override. Defaults to the active
          sandbox provider.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VolumeTreeResponse'
        '401':
          description: Authentication is required or the provided token is invalid.
        '503':
          description: Runtime services are unavailable because server startup is
            incomplete.
        '400':
          description: The requested root path is invalid.
        '502':
          description: The runtime volume provider failed to list the requested path.
        '504':
          description: Volume listing timed out before the backend returned a result.
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/v1/runtime/volume/file:
    get:
      tags:
      - runtime
      summary: Get Volume File Content
      description: Read a text preview for a single file from the runtime volume.
      operationId: get_volume_file_content_api_v1_runtime_volume_file_get
      security:
      - HTTPBearer: []
      parameters:
      - name: path
        in: query
        required: true
        schema:
          type: string
          minLength: 1
          description: Absolute or volume-relative file path to preview from the runtime
            volume.
          title: Path
        description: Absolute or volume-relative file path to preview from the runtime
          volume.
      - name: max_bytes
        in: query
        required: false
        schema:
          type: integer
          maximum: 1000000
          minimum: 1
          description: Maximum number of bytes of text content to return in the preview
            response.
          default: 200000
          title: Max Bytes
        description: Maximum number of bytes of text content to return in the preview
          response.
      - name: provider
        in: query
        required: false
        schema:
          anyOf:
          - const: daytona
            type: string
          - type: 'null'
          description: Optional runtime volume backend override. Defaults to the active
            sandbox provider.
          title: Provider
        description: Optional runtime volume backend override. Defaults to the active
          sandbox provider.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VolumeFileContentResponse'
        '401':
          description: Authentication is required or the provided token is invalid.
        '503':
          description: Runtime services are unavailable because server startup is
            incomplete.
        '400':
          description: The requested file path is invalid or points to a directory.
        '404':
          description: The requested runtime volume file does not exist.
        '502':
          description: The runtime volume provider failed to read the requested file.
        '504':
          description: Volume file reading timed out before the backend returned a
            result.
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/v1/optimization/status:
    get:
      tags:
      - optimization
      summary: Get Optimization Status
      description: Return GEPA optimization availability and prerequisites.
      operationId: get_optimization_status_api_v1_optimization_status_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GEPAStatusResponse'
        '401':
          description: Authentication is required or the provided token is invalid.
      security:
      - HTTPBearer: []
  /api/v1/optimization/modules:
    get:
      tags:
      - optimization
      summary: List Optimization Modules
      description: Return the list of registered optimizable DSPy modules.
      operationId: list_optimization_modules_api_v1_optimization_modules_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                items:
                  $ref: '#/components/schemas/GEPAModuleInfo'
                type: array
                title: Response List Optimization Modules Api V1 Optimization Modules
                  Get
        '401':
          description: Authentication is required or the provided token is invalid.
      security:
      - HTTPBearer: []
  /api/v1/optimization/run:
    post:
      tags:
      - optimization
      summary: Run Optimization
      description: Trigger a GEPA prompt optimization run.
      operationId: run_optimization_api_v1_optimization_run_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/GEPAOptimizationRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GEPAOptimizationResponse'
        '401':
          description: Authentication is required or the provided token is invalid.
        '400':
          description: Invalid optimization parameters.
        '503':
          description: GEPA optimization is unavailable in this environment.
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - HTTPBearer: []
  /api/v1/optimization/runs:
    post:
      tags:
      - optimization
      summary: Create Optimization Run
      description: 'Create a non-blocking GEPA optimization run.


        Returns immediately with the run_id.  The optimization executes as a

        background task.  Poll ``GET /runs/{run_id}`` for progress and results.'
      operationId: create_optimization_run_api_v1_optimization_runs_post
      security:
      - HTTPBearer: []
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/GEPAOptimizationRequest'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/OptimizationRunCreatedResponse'
        '401':
          description: Authentication is required or the provided token is invalid.
        '400':
          description: Invalid optimization parameters.
        '503':
          description: GEPA optimization is unavailable in this environment.
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
    get:
      tags:
      - optimization
      summary: List Runs
      description: List optimization runs, most recent first.
      operationId: list_runs_api_v1_optimization_runs_get
      security:
      - HTTPBearer: []
      parameters:
      - name: status
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: 'Filter by status: running, completed, failed'
          title: Status
        description: 'Filter by status: running, completed, failed'
      - name: limit
        in: query
        required: false
        schema:
          type: integer
          maximum: 200
          minimum: 1
          description: Maximum number of runs to return.
          default: 50
          title: Limit
        description: Maximum number of runs to return.
      - name: offset
        in: query
        required: false
        schema:
          type: integer
          minimum: 0
          description: Pagination offset into the run list.
          default: 0
          title: Offset
        description: Pagination offset into the run list.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/OptimizationRunResponse'
                title: Response List Runs Api V1 Optimization Runs Get
        '401':
          description: Authentication is required or the provided token is invalid.
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/v1/optimization/transcript-datasets:
    post:
      tags:
      - optimization
      summary: Create Dataset From Transcript
      description: Convert transcript turns into a GEPA dataset.
      operationId: create_dataset_from_transcript_api_v1_optimization_transcript_datasets_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/TranscriptDatasetRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DatasetResponse'
        '401':
          description: Authentication is required or the provided token is invalid.
        '400':
          description: Invalid transcript dataset payload.
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - HTTPBearer: []
  /api/v1/optimization/runs/compare:
    get:
      tags:
      - optimization
      summary: Compare Runs
      description: Compare prompt diffs and scores across optimization runs.
      operationId: compare_runs_api_v1_optimization_runs_compare_get
      security:
      - HTTPBearer: []
      parameters:
      - name: run_ids
        in: query
        required: true
        schema:
          type: string
          description: Comma-separated run IDs to compare (max 5).
          title: Run Ids
        description: Comma-separated run IDs to compare (max 5).
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/RunComparisonResponse'
        '401':
          description: Authentication is required or the provided token is invalid.
        '400':
          description: Invalid run_ids parameter.
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/v1/optimization/runs/{run_id}:
    get:
      tags:
      - optimization
      summary: Get Run
      description: Get a single optimization run by ID.
      operationId: get_run_api_v1_optimization_runs__run_id__get
      security:
      - HTTPBearer: []
      parameters:
      - name: run_id
        in: path
        required: true
        schema:
          type: string
          description: Identifier of the optimization run to fetch.
          title: Run Id
        description: Identifier of the optimization run to fetch.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/OptimizationRunResponse'
        '401':
          description: Authentication is required or the provided token is invalid.
        '404':
          description: Run not found.
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/v1/optimization/datasets:
    post:
      tags:
      - optimization
      summary: Upload Dataset
      description: Upload and register a dataset file (.json or .jsonl).
      operationId: upload_dataset_api_v1_optimization_datasets_post
      security:
      - HTTPBearer: []
      requestBody:
        required: true
        content:
          multipart/form-data:
            schema:
              $ref: '#/components/schemas/Body_upload_dataset_api_v1_optimization_datasets_post'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DatasetResponse'
        '401':
          description: Authentication is required or the provided token is invalid.
        '400':
          description: Invalid dataset file.
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
    get:
      tags:
      - optimization
      summary: List Datasets Endpoint
      description: List registered datasets with optional module filter.
      operationId: list_datasets_endpoint_api_v1_optimization_datasets_get
      security:
      - HTTPBearer: []
      parameters:
      - name: module_slug
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Filter by module slug
          title: Module Slug
        description: Filter by module slug
      - name: limit
        in: query
        required: false
        schema:
          type: integer
          maximum: 200
          minimum: 1
          description: Maximum number of datasets to return.
          default: 50
          title: Limit
        description: Maximum number of datasets to return.
      - name: offset
        in: query
        required: false
        schema:
          type: integer
          minimum: 0
          description: Pagination offset into the dataset list.
          default: 0
          title: Offset
        description: Pagination offset into the dataset list.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DatasetListResponse'
        '401':
          description: Authentication is required or the provided token is invalid.
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/v1/optimization/datasets/{dataset_id}:
    get:
      tags:
      - optimization
      summary: Get Dataset Detail
      description: Return dataset metadata with the first 10 rows as preview.
      operationId: get_dataset_detail_api_v1_optimization_datasets__dataset_id__get
      security:
      - HTTPBearer: []
      parameters:
      - name: dataset_id
        in: path
        required: true
        schema:
          type: string
          description: Identifier of the dataset to inspect.
          title: Dataset Id
        description: Identifier of the dataset to inspect.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DatasetDetailResponse'
        '401':
          description: Authentication is required or the provided token is invalid.
        '404':
          description: Dataset not found.
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/v1/optimization/runs/{run_id}/results:
    get:
      tags:
      - optimization
      summary: Get Run Results
      description: Return per-example evaluation results for an optimization run.
      operationId: get_run_results_api_v1_optimization_runs__run_id__results_get
      security:
      - HTTPBearer: []
      parameters:
      - name: run_id
        in: path
        required: true
        schema:
          type: string
          description: Identifier of the optimization run whose results to list.
          title: Run Id
        description: Identifier of the optimization run whose results to list.
      - name: limit
        in: query
        required: false
        schema:
          type: integer
          maximum: 500
          minimum: 1
          description: Maximum number of evaluation rows to return.
          default: 100
          title: Limit
        description: Maximum number of evaluation rows to return.
      - name: offset
        in: query
        required: false
        schema:
          type: integer
          minimum: 0
          description: Pagination offset into the evaluation results.
          default: 0
          title: Offset
        description: Pagination offset into the evaluation results.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/EvaluationResultsResponse'
        '401':
          description: Authentication is required or the provided token is invalid.
        '404':
          description: Run not found.
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/v1/traces/feedback:
    post:
      tags:
      - traces
      summary: Create Trace Feedback
      description: Record human feedback and optional ground truth for an MLflow trace.
      operationId: create_trace_feedback_api_v1_traces_feedback_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/TraceFeedbackRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TraceFeedbackResponse'
        '400':
          description: The feedback request did not include a valid trace identifier.
        '401':
          description: Authentication is required or the provided token is invalid.
        '403':
          description: The authenticated user is not allowed to annotate this trace.
        '404':
          description: No MLflow trace matched the provided identifier.
        '503':
          description: MLflow feedback services are unavailable or misconfigured.
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - HTTPBearer: []
components:
  schemas:
    AuthMeResponse:
      properties:
        tenant_claim:
          type: string
          title: Tenant Claim
          description: Tenant or workspace claim resolved from auth.
        user_claim:
          type: string
          title: User Claim
          description: User claim resolved from auth.
        email:
          anyOf:
          - type: string
          - type: 'null'
          title: Email
          description: User email address when the auth provider returned one.
        name:
          anyOf:
          - type: string
          - type: 'null'
          title: Name
          description: Display name returned by the auth provider, when available.
        tenant_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Tenant Id
          description: Persisted control-plane tenant identifier for admitted Entra
            users.
        user_id:
          anyOf:
          - type: string
          - type: 'null'
          title: User Id
          description: Persisted control-plane user identifier for admitted Entra
            users.
      type: object
      required:
      - tenant_claim
      - user_claim
      title: AuthMeResponse
      description: Resolved identity payload returned to authenticated clients.
    Body_upload_dataset_api_v1_optimization_datasets_post:
      properties:
        file:
          type: string
          contentMediaType: application/octet-stream
          title: File
          description: Dataset file to upload in JSON or JSONL format.
        module_slug:
          anyOf:
          - type: string
          - type: 'null'
          title: Module Slug
          description: Optional module slug used to validate required dataset keys.
      type: object
      required:
      - file
      title: Body_upload_dataset_api_v1_optimization_datasets_post
    DatasetDetailResponse:
      properties:
        id:
          type: string
          title: Id
          description: Unique dataset identifier.
        name:
          type: string
          title: Name
          description: Human-readable dataset name.
        row_count:
          type: integer
          title: Row Count
          description: Number of rows/examples in the dataset.
        format:
          type: string
          title: Format
          description: File format (json or jsonl).
        module_slug:
          anyOf:
          - type: string
          - type: 'null'
          title: Module Slug
          description: Associated module slug, when provided.
        created_at:
          type: string
          title: Created At
          description: ISO-8601 creation timestamp.
        sample_rows:
          items:
            additionalProperties: true
            type: object
          type: array
          title: Sample Rows
          description: First rows from the dataset as preview.
        uri:
          type: string
          title: Uri
          description: Filesystem path to the dataset file.
      type: object
      required:
      - id
      - name
      - row_count
      - format
      - created_at
      - sample_rows
      - uri
      title: DatasetDetailResponse
      description: Dataset metadata with sample rows and URI.
    DatasetListResponse:
      properties:
        items:
          items:
            $ref: '#/components/schemas/DatasetResponse'
          type: array
          title: Items
          description: Dataset list items.
        total:
          type: integer
          title: Total
          description: Total matching datasets.
        offset:
          type: integer
          title: Offset
          description: Current pagination offset.
        limit:
          type: integer
          title: Limit
          description: Current page size.
        has_more:
          type: boolean
          title: Has More
          description: Whether more results exist beyond this page.
      type: object
      required:
      - items
      - total
      - offset
      - limit
      - has_more
      title: DatasetListResponse
      description: Paginated dataset listing.
    DatasetResponse:
      properties:
        id:
          type: string
          title: Id
          description: Unique dataset identifier.
        name:
          type: string
          title: Name
          description: Human-readable dataset name.
        row_count:
          type: integer
          title: Row Count
          description: Number of rows/examples in the dataset.
        format:
          type: string
          title: Format
          description: File format (json or jsonl).
        module_slug:
          anyOf:
          - type: string
          - type: 'null'
          title: Module Slug
          description: Associated module slug, when provided.
        created_at:
          type: string
          title: Created At
          description: ISO-8601 creation timestamp.
      type: object
      required:
      - id
      - name
      - row_count
      - format
      - created_at
      title: DatasetResponse
      description: Metadata for a registered dataset.
    EvaluationResultItem:
      properties:
        id:
          type: string
          title: Id
          description: Unique evaluation result identifier.
        example_index:
          type: integer
          title: Example Index
          description: Zero-based index in the dataset.
        input_data:
          type: string
          title: Input Data
          description: JSON-serialized input fields.
        expected_output:
          anyOf:
          - type: string
          - type: 'null'
          title: Expected Output
          description: Expected/gold output.
        predicted_output:
          anyOf:
          - type: string
          - type: 'null'
          title: Predicted Output
          description: Model predicted output.
        score:
          type: number
          title: Score
          description: Score for this example (0.0-1.0).
      type: object
      required:
      - id
      - example_index
      - input_data
      - score
      title: EvaluationResultItem
      description: A single per-example evaluation result.
    EvaluationResultsResponse:
      properties:
        items:
          items:
            $ref: '#/components/schemas/EvaluationResultItem'
          type: array
          title: Items
          description: Evaluation result items.
        total:
          type: integer
          title: Total
          description: Total evaluation results for the run.
        offset:
          type: integer
          title: Offset
          description: Current pagination offset.
        limit:
          type: integer
          title: Limit
          description: Current page size.
        has_more:
          type: boolean
          title: Has More
          description: Whether more results exist beyond this page.
      type: object
      required:
      - items
      - total
      - offset
      - limit
      - has_more
      title: EvaluationResultsResponse
      description: Paginated evaluation results for a run.
    GEPAModuleInfo:
      properties:
        slug:
          type: string
          title: Slug
          description: Unique module identifier slug.
        label:
          type: string
          title: Label
          description: Human-readable module label.
        description:
          type: string
          title: Description
          description: Human-readable description of what this module optimizes.
          default: ''
        program_spec:
          type: string
          title: Program Spec
          description: DSPy program specification string.
        required_dataset_keys:
          items:
            type: string
          type: array
          title: Required Dataset Keys
          description: Dataset keys required for this module's examples.
      type: object
      required:
      - slug
      - label
      - program_spec
      - required_dataset_keys
      title: GEPAModuleInfo
      description: Metadata for a registered optimizable DSPy module.
    GEPAOptimizationRequest:
      properties:
        dataset_path:
          anyOf:
          - type: string
          - type: 'null'
          title: Dataset Path
          description: Relative filesystem path to the dataset file.
        dataset_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Dataset Id
          description: Registered dataset identifier to optimize against.
        program_spec:
          type: string
          title: Program Spec
          description: DSPy program specification string to optimize in module:attr
            form. Required when module_slug is not provided.
          default: ''
        module_slug:
          anyOf:
          - type: string
          - type: 'null'
          title: Module Slug
          description: Registered module slug for server-side dispatch. When provided,
            program_spec is auto-resolved from the module registry.
        output_path:
          anyOf:
          - type: string
          - type: 'null'
          title: Output Path
          description: Optional filesystem path to save the optimized program.
        auto:
          type: string
          enum:
          - light
          - medium
          - heavy
          title: Auto
          description: GEPA optimization intensity level.
          default: light
        train_ratio:
          type: number
          title: Train Ratio
          description: Fraction of examples to use for training (remainder used for
            validation).
          default: 0.8
      type: object
      title: GEPAOptimizationRequest
      description: Request body for triggering a GEPA prompt optimization run.
    GEPAOptimizationResponse:
      properties:
        ok:
          type: boolean
          title: Ok
          description: Whether the optimization run completed successfully.
          default: true
        optimizer:
          type: string
          title: Optimizer
          description: Optimizer backend that was used.
          default: GEPA
        program_spec:
          type: string
          title: Program Spec
          description: DSPy program specification that was optimized.
        train_examples:
          type: integer
          title: Train Examples
          description: Number of training examples used.
        validation_examples:
          type: integer
          title: Validation Examples
          description: Number of validation examples used.
        validation_score:
          anyOf:
          - type: number
          - type: 'null'
          title: Validation Score
          description: Validation score from the optimized program, when available.
        output_path:
          anyOf:
          - type: string
          - type: 'null'
          title: Output Path
          description: Filesystem path where the optimized program was saved.
        manifest_path:
          anyOf:
          - type: string
          - type: 'null'
          title: Manifest Path
          description: Filesystem path to the optimization manifest, when available.
        module_slug:
          anyOf:
          - type: string
          - type: 'null'
          title: Module Slug
          description: Module slug used for this optimization run, when server-side
            dispatch was used.
        error:
          anyOf:
          - type: string
          - type: 'null'
          title: Error
          description: Error message when the optimization run failed.
      type: object
      required:
      - program_spec
      - train_examples
      - validation_examples
      title: GEPAOptimizationResponse
      description: Result payload after a GEPA optimization run completes.
    GEPAStatusResponse:
      properties:
        available:
          type: boolean
          title: Available
          description: Whether GEPA optimization is available in this environment.
        mlflow_enabled:
          type: boolean
          title: Mlflow Enabled
          description: Whether MLflow is enabled and reachable.
        gepa_installed:
          type: boolean
          title: Gepa Installed
          description: Whether the GEPA teleprompt module is importable.
        guidance:
          items:
            type: string
          type: array
          title: Guidance
          description: Human-readable guidance when GEPA is not fully available.
      type: object
      required:
      - available
      - mlflow_enabled
      - gepa_installed
      title: GEPAStatusResponse
      description: Status payload for GEPA optimization availability.
    HTTPValidationError:
      properties:
        detail:
          items:
            $ref: '#/components/schemas/ValidationError'
          type: array
          title: Detail
          description: Structured list of request validation issues returned by FastAPI.
      type: object
      title: HTTPValidationError
    HealthResponse:
      properties:
        ok:
          type: boolean
          title: Ok
          description: Whether the service reports itself as healthy.
          default: true
        version:
          type: string
          title: Version
          description: Package version currently serving the API.
          default: 0.5.0
      type: object
      title: HealthResponse
      description: Response body for the lightweight health endpoint.
    OptimizationRunCreatedResponse:
      properties:
        run_id:
          type: string
          title: Run Id
          description: Unique identifier for the created run.
        status:
          type: string
          title: Status
          description: Initial run status.
          default: running
      type: object
      required:
      - run_id
      title: OptimizationRunCreatedResponse
      description: Response when an async optimization run is created.
    OptimizationRunResponse:
      properties:
        id:
          type: string
          title: Id
          description: Unique run identifier.
        status:
          type: string
          title: Status
          description: 'Run status: running, completed, or failed.'
        module_slug:
          anyOf:
          - type: string
          - type: 'null'
          title: Module Slug
          description: Module slug when server-side dispatch was used.
        program_spec:
          type: string
          title: Program Spec
          description: DSPy program specification that was optimized.
        optimizer:
          type: string
          title: Optimizer
          description: Optimizer backend that was used.
        auto:
          anyOf:
          - type: string
          - type: 'null'
          title: Auto
          description: Optimization intensity level.
          default: light
        train_ratio:
          type: number
          title: Train Ratio
          description: Train/validation split ratio.
          default: 0.8
        dataset_path:
          anyOf:
          - type: string
          - type: 'null'
          title: Dataset Path
          description: Path to the dataset used.
        train_examples:
          anyOf:
          - type: integer
          - type: 'null'
          title: Train Examples
          description: Number of training examples used.
        validation_examples:
          anyOf:
          - type: integer
          - type: 'null'
          title: Validation Examples
          description: Number of validation examples used.
        validation_score:
          anyOf:
          - type: number
          - type: 'null'
          title: Validation Score
          description: Validation score from the optimized program.
        output_path:
          anyOf:
          - type: string
          - type: 'null'
          title: Output Path
          description: Filesystem path where the optimized program was saved.
        manifest_path:
          anyOf:
          - type: string
          - type: 'null'
          title: Manifest Path
          description: Filesystem path to the optimization manifest.
        error:
          anyOf:
          - type: string
          - type: 'null'
          title: Error
          description: Error message when the run failed.
        phase:
          anyOf:
          - type: string
          - type: 'null'
          title: Phase
          description: Current phase of the optimization run.
        started_at:
          type: string
          title: Started At
          description: ISO timestamp when the run started.
        completed_at:
          anyOf:
          - type: string
          - type: 'null'
          title: Completed At
          description: ISO timestamp when the run completed.
      type: object
      required:
      - id
      - status
      - program_spec
      - optimizer
      - started_at
      title: OptimizationRunResponse
      description: A single optimization run record.
    PromptSnapshotItem:
      properties:
        predictor_name:
          type: string
          title: Predictor Name
          description: Predictor name from named_predictors().
        prompt_type:
          type: string
          title: Prompt Type
          description: 'Snapshot type: ''before'' or ''after''.'
        prompt_text:
          type: string
          title: Prompt Text
          description: Full prompt/instruction text.
      type: object
      required:
      - predictor_name
      - prompt_type
      - prompt_text
      title: PromptSnapshotItem
      description: A before or after prompt snapshot for a predictor.
    ReadyResponse:
      properties:
        ready:
          type: boolean
          title: Ready
          description: Whether critical startup dependencies are ready.
        planner_configured:
          type: boolean
          title: Planner Configured
          description: Whether a planner model is currently configured and available.
        planner:
          type: string
          enum:
          - ready
          - missing
          title: Planner
          description: Planner readiness classification.
        database:
          type: string
          enum:
          - ready
          - missing
          - disabled
          - degraded
          title: Database
          description: Database readiness classification for persistence-backed features.
        database_required:
          type: boolean
          title: Database Required
          description: Whether the current server configuration requires database
            availability.
        sandbox_provider:
          type: string
          title: Sandbox Provider
          description: Active sandbox backend selected for runtime execution.
      type: object
      required:
      - ready
      - planner_configured
      - planner
      - database
      - database_required
      - sandbox_provider
      title: ReadyResponse
      description: Response body for the readiness endpoint.
    RunComparisonItem:
      properties:
        run_id:
          type: string
          title: Run Id
          description: Optimization run identifier.
        program_spec:
          type: string
          title: Program Spec
          description: DSPy program specification optimized.
        validation_score:
          anyOf:
          - type: number
          - type: 'null'
          title: Validation Score
          description: Validation score from the run.
        prompt_snapshots:
          items:
            $ref: '#/components/schemas/PromptSnapshotItem'
          type: array
          title: Prompt Snapshots
          description: Before/after prompt snapshots for this run.
      type: object
      required:
      - run_id
      - program_spec
      - prompt_snapshots
      title: RunComparisonItem
      description: Summary of a single run for cross-run comparison.
    RunComparisonResponse:
      properties:
        runs:
          items:
            $ref: '#/components/schemas/RunComparisonItem'
          type: array
          title: Runs
          description: Compared run summaries.
      type: object
      required:
      - runs
      title: RunComparisonResponse
      description: Cross-run comparison payload.
    RuntimeActiveModels:
      properties:
        planner:
          type: string
          title: Planner
          description: Planner model identifier currently in use.
          default: ''
        delegate:
          type: string
          title: Delegate
          description: Delegate model identifier currently in use.
          default: ''
        delegate_small:
          type: string
          title: Delegate Small
          description: Small delegate model identifier currently in use, when configured.
          default: ''
      type: object
      title: RuntimeActiveModels
      description: Resolved active model identifiers currently loaded by the runtime.
    RuntimeConnectivityTestResponse:
      properties:
        kind:
          type: string
          enum:
          - lm
          - daytona
          title: Kind
          description: Runtime subsystem that was tested.
        ok:
          type: boolean
          title: Ok
          description: Whether the connectivity test completed successfully.
        preflight_ok:
          type: boolean
          title: Preflight Ok
          description: Whether prerequisite configuration checks passed.
        checked_at:
          type: string
          title: Checked At
          description: UTC timestamp when the test completed.
        checks:
          additionalProperties: true
          type: object
          title: Checks
          description: Structured boolean or value checks collected during the test
            run.
        guidance:
          items:
            type: string
          type: array
          title: Guidance
          description: Human-readable remediation steps when the test did not pass
            cleanly.
        latency_ms:
          anyOf:
          - type: integer
          - type: 'null'
          title: Latency Ms
          description: Observed latency for the successful smoke test, when applicable.
        output_preview:
          anyOf:
          - type: string
          - type: 'null'
          title: Output Preview
          description: Short preview of the smoke-test output, when available.
        error:
          anyOf:
          - type: string
          - type: 'null'
          title: Error
          description: Error summary when the test failed.
      type: object
      required:
      - kind
      - ok
      - preflight_ok
      - checked_at
      title: RuntimeConnectivityTestResponse
      description: Result payload for runtime connectivity and preflight diagnostics.
    RuntimeSettingsSnapshot:
      properties:
        env_path:
          type: string
          title: Env Path
          description: Filesystem path to the environment file being edited.
        keys:
          items:
            type: string
          type: array
          title: Keys
          description: Ordered list of runtime setting keys surfaced by the Settings
            API.
        values:
          additionalProperties:
            type: string
          type: object
          title: Values
          description: Unmasked runtime setting values that are safe to return directly.
        masked_values:
          additionalProperties:
            type: string
          type: object
          title: Masked Values
          description: Masked secret values returned for display-only settings fields.
      type: object
      required:
      - env_path
      title: RuntimeSettingsSnapshot
      description: Current runtime settings snapshot returned by the Settings API.
    RuntimeSettingsUpdateRequest:
      properties:
        updates:
          additionalProperties: true
          type: object
          title: Updates
          description: Mapping of allowlisted runtime setting keys to their new values.
      type: object
      title: RuntimeSettingsUpdateRequest
      description: Patch body for runtime setting updates.
    RuntimeSettingsUpdateResponse:
      properties:
        updated:
          items:
            type: string
          type: array
          title: Updated
          description: Runtime setting keys that were successfully updated.
        env_path:
          type: string
          title: Env Path
          description: Filesystem path to the environment file that was updated.
      type: object
      required:
      - env_path
      title: RuntimeSettingsUpdateResponse
      description: Result payload after runtime settings are persisted and hot-applied.
    RuntimeStatusResponse:
      properties:
        app_env:
          type: string
          title: App Env
          description: Current application environment, such as `local` or `prod`.
        write_enabled:
          type: boolean
          title: Write Enabled
          description: Whether runtime settings writes are currently allowed.
        ready:
          type: boolean
          title: Ready
          description: Whether critical runtime services are ready to serve requests.
        active_models:
          $ref: '#/components/schemas/RuntimeActiveModels'
          description: Resolved planner and delegate model identities.
        sandbox_provider:
          type: string
          const: daytona
          title: Sandbox Provider
          description: Active sandbox backend selected for runtime execution and volume
            browsing.
          default: daytona
        llm:
          additionalProperties: true
          type: object
          title: Llm
          description: Language-model configuration and readiness diagnostics.
        mlflow:
          additionalProperties: true
          type: object
          title: Mlflow
          description: MLflow enablement and startup diagnostics.
        daytona:
          additionalProperties: true
          type: object
          title: Daytona
          description: Daytona configuration and readiness diagnostics.
        tests:
          $ref: '#/components/schemas/RuntimeTestCache'
          description: Cached runtime connectivity test results exposed in the Settings
            UI.
        guidance:
          items:
            type: string
          type: array
          title: Guidance
          description: Human-readable remediation steps for incomplete runtime setup.
      type: object
      required:
      - app_env
      - write_enabled
      - ready
      - active_models
      - tests
      title: RuntimeStatusResponse
      description: Combined readiness and diagnostics snapshot for the runtime settings
        UI.
    RuntimeTestCache:
      properties:
        lm:
          anyOf:
          - $ref: '#/components/schemas/RuntimeConnectivityTestResponse'
          - type: 'null'
          description: Most recent language-model connectivity test result, if one
            has been run.
        daytona:
          anyOf:
          - $ref: '#/components/schemas/RuntimeConnectivityTestResponse'
          - type: 'null'
          description: Most recent Daytona connectivity test result, if one has been
            run.
      type: object
      title: RuntimeTestCache
      description: Cached runtime test results included in the runtime status payload.
    SessionDeleteResponse:
      properties:
        ok:
          type: boolean
          title: Ok
          description: Whether the session was archived successfully.
          default: true
      type: object
      title: SessionDeleteResponse
      description: Result payload after archiving a session.
    SessionDetailResponse:
      properties:
        id:
          type: string
          title: Id
          description: Durable session identifier.
        title:
          type: string
          title: Title
          description: Human-readable session title.
        status:
          type: string
          title: Status
          description: Session status (active, archived).
        model_name:
          anyOf:
          - type: string
          - type: 'null'
          title: Model Name
          description: Model used in session.
        external_session_id:
          anyOf:
          - type: string
          - type: 'null'
          title: External Session Id
          description: Canonical runtime session identifier.
        workspace_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Workspace Id
          description: Workspace context.
        turn_count:
          type: integer
          title: Turn Count
          description: Total number of turns in this session.
        created_at:
          type: string
          title: Created At
          description: ISO-8601 creation timestamp.
        updated_at:
          type: string
          title: Updated At
          description: ISO-8601 last-update timestamp.
      type: object
      required:
      - id
      - title
      - status
      - turn_count
      - created_at
      - updated_at
      title: SessionDetailResponse
      description: Full session detail with turn count.
    SessionExportRequest:
      properties:
        module_slug:
          type: string
          title: Module Slug
          description: Target GEPA module slug whose dataset keys determine the export
            column mapping.
      type: object
      required:
      - module_slug
      title: SessionExportRequest
      description: Request body for exporting a session's turns as a GEPA training
        dataset.
    SessionListItem:
      properties:
        id:
          type: string
          title: Id
          description: Durable session identifier.
        title:
          type: string
          title: Title
          description: Human-readable session title.
        status:
          type: string
          title: Status
          description: Session status (active, archived).
        model_name:
          anyOf:
          - type: string
          - type: 'null'
          title: Model Name
          description: Model used in session.
        external_session_id:
          anyOf:
          - type: string
          - type: 'null'
          title: External Session Id
          description: Canonical runtime session identifier.
        created_at:
          type: string
          title: Created At
          description: ISO-8601 creation timestamp.
        updated_at:
          type: string
          title: Updated At
          description: ISO-8601 last-update timestamp.
      type: object
      required:
      - id
      - title
      - status
      - created_at
      - updated_at
      title: SessionListItem
      description: Lightweight session summary for list views.
    SessionListResponse:
      properties:
        items:
          items:
            $ref: '#/components/schemas/SessionListItem'
          type: array
          title: Items
          description: Session list items.
        total:
          type: integer
          title: Total
          description: Total matching sessions.
        offset:
          type: integer
          title: Offset
          description: Current pagination offset.
        limit:
          type: integer
          title: Limit
          description: Current page size.
        has_more:
          type: boolean
          title: Has More
          description: Whether more results exist beyond this page.
      type: object
      required:
      - items
      - total
      - offset
      - limit
      - has_more
      title: SessionListResponse
      description: Paginated session list.
    SessionStateResponse:
      properties:
        ok:
          type: boolean
          title: Ok
          description: Whether the session-state query completed successfully.
          default: true
        sessions:
          items:
            $ref: '#/components/schemas/SessionStateSummary'
          type: array
          title: Sessions
          description: Active or restored session summaries currently known to the
            server.
      type: object
      title: SessionStateResponse
      description: Response body for the session-state summary endpoint.
    SessionStateSummary:
      properties:
        key:
          type: string
          title: Key
          description: Stable in-memory session key used by the server.
        workspace_id:
          type: string
          title: Workspace Id
          description: Workspace identifier owning the session.
        user_id:
          type: string
          title: User Id
          description: User identifier owning the session.
        session_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Session Id
          description: Optional explicit session identifier when one has been assigned.
        history_turns:
          type: integer
          title: History Turns
          description: Number of conversation turns currently stored in session history.
          default: 0
        document_count:
          type: integer
          title: Document Count
          description: Number of loaded document entries attached to the session state.
          default: 0
        memory_count:
          type: integer
          title: Memory Count
          description: Number of persisted memory items in the session manifest.
          default: 0
        log_count:
          type: integer
          title: Log Count
          description: Number of execution log entries in the session manifest.
          default: 0
        artifact_count:
          type: integer
          title: Artifact Count
          description: Number of artifacts currently tracked in the session manifest.
          default: 0
        updated_at:
          anyOf:
          - type: string
          - type: 'null'
          title: Updated At
          description: Last updated timestamp recorded in the session manifest, when
            available.
      type: object
      required:
      - key
      - workspace_id
      - user_id
      title: SessionStateSummary
      description: Lightweight summary of a persisted or active chat session.
    TraceFeedbackRequest:
      properties:
        trace_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Trace Id
          description: Resolved MLflow trace identifier when the client already knows
            it.
        client_request_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Client Request Id
          description: Client request identifier used to resolve the trace when trace_id
            is absent.
        is_correct:
          type: boolean
          title: Is Correct
          description: Whether the model output was considered correct.
        comment:
          anyOf:
          - type: string
          - type: 'null'
          title: Comment
          description: Optional free-form reviewer comment explaining the feedback.
        expected_response:
          anyOf:
          - type: string
          - type: 'null'
          title: Expected Response
          description: Optional ground-truth response or correction to log alongside
            the feedback.
      type: object
      required:
      - is_correct
      title: TraceFeedbackRequest
      description: Feedback payload for annotating an MLflow trace.
    TraceFeedbackResponse:
      properties:
        ok:
          type: boolean
          title: Ok
          description: Whether the feedback request completed successfully.
          default: true
        trace_id:
          type: string
          title: Trace Id
          description: Resolved MLflow trace identifier that received the feedback.
        client_request_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Client Request Id
          description: Resolved client request identifier associated with the trace,
            when available.
        feedback_logged:
          type: boolean
          title: Feedback Logged
          description: Whether binary/correctness feedback was successfully logged.
          default: true
        expectation_logged:
          type: boolean
          title: Expectation Logged
          description: Whether an expected-response correction was successfully logged.
          default: false
      type: object
      required:
      - trace_id
      title: TraceFeedbackResponse
      description: Result payload after MLflow feedback has been recorded.
    TranscriptDatasetRequest:
      properties:
        module_slug:
          type: string
          title: Module Slug
          description: Target GEPA module slug whose dataset keys determine row mapping.
        title:
          anyOf:
          - type: string
          - type: 'null'
          title: Title
          description: Optional human-readable transcript title used for dataset naming.
        turns:
          items:
            $ref: '#/components/schemas/TranscriptTurnInput'
          type: array
          title: Turns
          description: Transcript turns to convert into dataset rows.
      type: object
      required:
      - module_slug
      - turns
      title: TranscriptDatasetRequest
      description: Request body for converting transcript turns into a GEPA dataset.
    TranscriptTurnInput:
      properties:
        user_message:
          anyOf:
          - type: string
          - type: 'null'
          title: User Message
          description: User prompt/content for the turn.
        assistant_message:
          anyOf:
          - type: string
          - type: 'null'
          title: Assistant Message
          description: Assistant response/content for the turn.
      type: object
      title: TranscriptTurnInput
      description: Single transcript turn used to build a GEPA dataset.
    TurnItem:
      properties:
        id:
          type: string
          title: Id
          description: Durable turn identifier.
        turn_index:
          type: integer
          title: Turn Index
          description: Zero-based turn position.
        user_message:
          type: string
          title: User Message
          description: User message text.
        assistant_message:
          anyOf:
          - type: string
          - type: 'null'
          title: Assistant Message
          description: Assistant response text.
        created_at:
          type: string
          title: Created At
          description: ISO-8601 creation timestamp.
      type: object
      required:
      - id
      - turn_index
      - user_message
      - created_at
      title: TurnItem
      description: Single turn in a session transcript.
    TurnListResponse:
      properties:
        items:
          items:
            $ref: '#/components/schemas/TurnItem'
          type: array
          title: Items
          description: Turn list items.
        total:
          type: integer
          title: Total
          description: Total turns in session.
        offset:
          type: integer
          title: Offset
          description: Current pagination offset.
        limit:
          type: integer
          title: Limit
          description: Current page size.
        has_more:
          type: boolean
          title: Has More
          description: Whether more turns exist beyond this page.
      type: object
      required:
      - items
      - total
      - offset
      - limit
      - has_more
      title: TurnListResponse
      description: Paginated turn list.
    ValidationError:
      properties:
        loc:
          items:
            anyOf:
            - type: string
            - type: integer
          type: array
          title: Location
          description: Location path identifying where the validation error occurred.
        msg:
          type: string
          title: Message
          description: Human-readable validation failure message.
        type:
          type: string
          title: Error Type
          description: Pydantic validation error type identifier.
        input:
          title: Input
          description: Input value that failed validation, when available.
        ctx:
          type: object
          title: Context
          description: Optional structured validation context for templated error
            messages.
      type: object
      required:
      - loc
      - msg
      - type
      title: ValidationError
    VolumeFileContentResponse:
      properties:
        provider:
          type: string
          const: daytona
          title: Provider
          description: Runtime volume backend used to satisfy the request.
        path:
          type: string
          title: Path
          description: Normalized file path used for the preview request.
        mime:
          type: string
          title: Mime
          description: Detected MIME type for the returned content.
        size:
          type: integer
          title: Size
          description: File size in bytes reported by the provider.
        content:
          type: string
          title: Content
          description: UTF-8 text preview returned for the requested file.
        truncated:
          type: boolean
          title: Truncated
          description: Whether the returned file content was truncated to respect
            max_bytes.
          default: false
      type: object
      required:
      - provider
      - path
      - mime
      - size
      - content
      title: VolumeFileContentResponse
      description: Response for runtime volume file-content preview endpoint.
    VolumeTreeNode:
      properties:
        id:
          type: string
          title: Id
          description: Stable node identifier used by the frontend tree view.
        name:
          type: string
          title: Name
          description: Display name for the file-system node.
        path:
          type: string
          title: Path
          description: Absolute path for the file-system node within the runtime volume.
        type:
          type: string
          enum:
          - volume
          - directory
          - file
          title: Type
          description: Kind of file-system node represented by this entry.
        children:
          items:
            $ref: '#/components/schemas/VolumeTreeNode'
          type: array
          title: Children
          description: Child nodes for directory or volume entries.
        size:
          anyOf:
          - type: integer
          - type: 'null'
          title: Size
          description: File size in bytes when the provider reports one.
        modified_at:
          anyOf:
          - type: string
          - type: 'null'
          title: Modified At
          description: Last modified timestamp when the provider reports one.
      type: object
      required:
      - id
      - name
      - path
      - type
      title: VolumeTreeNode
      description: A single node in the volume file tree.
    VolumeTreeResponse:
      properties:
        provider:
          type: string
          const: daytona
          title: Provider
          description: Runtime volume backend used to satisfy the request.
        volume_name:
          type: string
          title: Volume Name
          description: Resolved volume name used for the listing request.
        root_path:
          type: string
          title: Root Path
          description: Normalized root path used for the listing request.
        nodes:
          items:
            $ref: '#/components/schemas/VolumeTreeNode'
          type: array
          title: Nodes
          description: Tree nodes rooted at the requested path.
        total_files:
          type: integer
          title: Total Files
          description: Total file count returned in the current response payload.
          default: 0
        total_dirs:
          type: integer
          title: Total Dirs
          description: Total directory count returned in the current response payload.
          default: 0
        truncated:
          type: boolean
          title: Truncated
          description: Whether the provider truncated the tree because of depth or
            payload limits.
          default: false
      type: object
      required:
      - provider
      - volume_name
      - root_path
      - nodes
      title: VolumeTreeResponse
      description: Response for the volume tree listing endpoint.
  securitySchemes:
    HTTPBearer:
      type: http
      description: Bearer token used when HTTP authentication is enabled. When auth
        is optional, requests without a token fall back to the configured default
        server identity.
      scheme: bearer
      bearerFormat: JWT