Agno AgentOS Agents API

openapi: 3.0.3
info:
  title: Agno AgentOS API
  description: >-
    AgentOS is Agno's self-hostable runtime and API server. It turns agents,
    teams, and workflows defined with the open-source Agno Python framework
    into a RESTful API exposing runs, sessions, memory, knowledge, and evals.
    There is no single Agno-operated multi-tenant base URL - every AgentOS
    instance runs on infrastructure you control, defaulting to
    http://localhost:7777 in local development. When a Security Key
    (OS_SECURITY_KEY) is configured, all routes require an
    "Authorization: Bearer <token>" header; otherwise authentication is
    disabled. This document models the endpoints described in Agno's public
    API reference (docs.agno.com/reference-api) plus the sibling endpoints
    named in Agno's own documentation index (docs.agno.com/llms.txt). Some
    request/response field names are reconstructed from that reference
    content rather than a downloaded machine-readable OpenAPI file, so treat
    schemas as representative rather than byte-exact.
  version: '1.0'
  contact:
    name: Agno
    url: https://www.agno.com
  license:
    name: Mozilla Public License 2.0
    url: https://github.com/agno-agi/agno/blob/main/LICENSE
servers:
  - url: http://localhost:7777
    description: Local AgentOS (default self-hosted address)
security:
  - bearerAuth: []
  - {}
tags:
  - name: Agents
    description: Run and manage individual agents.
  - name: Teams
    description: Run and manage teams of agents.
  - name: Workflows
    description: Run and manage multi-step workflows.
  - name: Sessions
    description: Conversation history and state for agents, teams, and workflows.
  - name: Memory
    description: Persistent per-user memories.
  - name: Knowledge
    description: Knowledge base content used for retrieval.
  - name: Evals
    description: Evaluation runs for quality and reliability.
paths:
  /agents:
    get:
      operationId: listAgents
      tags: [Agents]
      summary: List all agents
      description: Lists all agents configured on this AgentOS instance.
      responses:
        '200':
          description: A list of agents.
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/AgentResponse'
        '401':
          $ref: '#/components/responses/Unauthorized'
  /agents/{agent_id}:
    get:
      operationId: getAgent
      tags: [Agents]
      summary: Get an agent
      description: Retrieves configuration details for a single agent.
      parameters:
        - $ref: '#/components/parameters/AgentId'
      responses:
        '200':
          description: The agent.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AgentResponse'
        '404':
          $ref: '#/components/responses/NotFound'
  /agents/{agent_id}/runs:
    post:
      operationId: createAgentRun
      tags: [Agents]
      summary: Create an agent run
      description: >-
        Runs an agent with a message, either creating a new session or
        continuing an existing one. Returns a single JSON result, or a
        text/event-stream of incremental events when stream=true (the
        AgentOS default).
      parameters:
        - $ref: '#/components/parameters/AgentId'
      requestBody:
        required: true
        content:
          application/x-www-form-urlencoded:
            schema:
              $ref: '#/components/schemas/RunRequest'
          multipart/form-data:
            schema:
              $ref: '#/components/schemas/RunRequest'
      responses:
        '200':
          description: Run result (JSON) or SSE stream (text/event-stream).
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/RunResponse'
            text/event-stream:
              schema:
                type: string
                description: 'Server-Sent Events, e.g. "event: RunContent" / "data: {...}"'
        '400':
          $ref: '#/components/responses/BadRequest'
        '401':
          $ref: '#/components/responses/Unauthorized'
        '404':
          $ref: '#/components/responses/NotFound'
        '422':
          $ref: '#/components/responses/ValidationError'
  /runs/{run_id}/cancel:
    post:
      operationId: cancelRun
      tags: [Agents]
      summary: Cancel a run
      description: Requests cancellation of an in-progress agent, team, or workflow run.
      parameters:
        - name: run_id
          in: path
          required: true
          schema:
            type: string
      responses:
        '200':
          description: Cancellation acknowledged.
        '404':
          $ref: '#/components/responses/NotFound'
  /teams:
    get:
      operationId: listTeams
      tags: [Teams]
      summary: List all teams
      description: Retrieves a comprehensive list of all teams configured on this AgentOS instance.
      responses:
        '200':
          description: A list of teams.
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/TeamResponse'
  /teams/{team_id}/runs:
    post:
      operationId: createTeamRun
      tags: [Teams]
      summary: Create a team run
      description: >-
        Runs a team of agents against a message, with the same streaming,
        session, and file-attachment semantics as an agent run.
      parameters:
        - name: team_id
          in: path
          required: true
          schema:
            type: string
      requestBody:
        required: true
        content:
          multipart/form-data:
            schema:
              $ref: '#/components/schemas/RunRequest'
      responses:
        '200':
          description: Run result (JSON) or SSE stream (text/event-stream).
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/RunResponse'
            text/event-stream:
              schema:
                type: string
        '404':
          $ref: '#/components/responses/NotFound'
  /workflows:
    get:
      operationId: listWorkflows
      tags: [Workflows]
      summary: List all workflows
      description: Lists all workflows configured on this AgentOS instance.
      responses:
        '200':
          description: A list of workflows.
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/WorkflowResponse'
  /workflows/{workflow_id}:
    get:
      operationId: getWorkflowDetails
      tags: [Workflows]
      summary: Get workflow details
      parameters:
        - name: workflow_id
          in: path
          required: true
          schema:
            type: string
      responses:
        '200':
          description: The workflow definition.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/WorkflowResponse'
  /workflows/{workflow_id}/runs:
    post:
      operationId: executeWorkflow
      tags: [Workflows]
      summary: Execute a workflow
      description: >-
        Executes a multi-step workflow. Streaming mode (stream=true, the
        default) returns text/event-stream events such as "event:
        RunStarted"; non-streaming mode returns the complete result as JSON.
      parameters:
        - name: workflow_id
          in: path
          required: true
          schema:
            type: string
      requestBody:
        required: true
        content:
          application/x-www-form-urlencoded:
            schema:
              $ref: '#/components/schemas/RunRequest'
      responses:
        '200':
          description: Run result (JSON) or SSE stream (text/event-stream).
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/RunResponse'
            text/event-stream:
              schema:
                type: string
        '400':
          $ref: '#/components/responses/BadRequest'
        '401':
          $ref: '#/components/responses/Unauthorized'
        '404':
          $ref: '#/components/responses/NotFound'
        '422':
          $ref: '#/components/responses/ValidationError'
        '500':
          description: Execution failure.
  /workflows/{workflow_id}/runs/{run_id}:
    get:
      operationId: getWorkflowRun
      tags: [Workflows]
      summary: Get a workflow run
      parameters:
        - name: workflow_id
          in: path
          required: true
          schema:
            type: string
        - name: run_id
          in: path
          required: true
          schema:
            type: string
      responses:
        '200':
          description: The workflow run.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/RunResponse'
    delete:
      operationId: cancelWorkflowRun
      tags: [Workflows]
      summary: Cancel a workflow run
      parameters:
        - name: workflow_id
          in: path
          required: true
          schema:
            type: string
        - name: run_id
          in: path
          required: true
          schema:
            type: string
      responses:
        '200':
          description: Cancellation acknowledged.
  /sessions:
    get:
      operationId: listSessions
      tags: [Sessions]
      summary: List sessions
      description: Lists agent, team, or workflow sessions with filtering and pagination.
      parameters:
        - name: type
          in: query
          schema:
            type: string
            enum: [agent, team, workflow]
            default: agent
        - name: component_id
          in: query
          schema:
            type: string
        - name: user_id
          in: query
          schema:
            type: string
        - name: session_name
          in: query
          schema:
            type: string
        - name: limit
          in: query
          schema:
            type: integer
            default: 20
        - name: page
          in: query
          schema:
            type: integer
            default: 1
        - name: sort_by
          in: query
          schema:
            type: string
            default: created_at
        - name: sort_order
          in: query
          schema:
            type: string
            enum: [asc, desc]
            default: desc
      responses:
        '200':
          description: A page of sessions.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/SessionListResponse'
    post:
      operationId: createSession
      tags: [Sessions]
      summary: Create a new session
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/SessionInput'
      responses:
        '200':
          description: The created session.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Session'
  /sessions/{session_id}:
    get:
      operationId: getSessionById
      tags: [Sessions]
      summary: Get a session
      parameters:
        - name: session_id
          in: path
          required: true
          schema:
            type: string
      responses:
        '200':
          description: The session.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Session'
    delete:
      operationId: deleteSession
      tags: [Sessions]
      summary: Delete a session
      parameters:
        - name: session_id
          in: path
          required: true
          schema:
            type: string
      responses:
        '200':
          description: Deletion acknowledged.
  /sessions/{session_id}/runs:
    get:
      operationId: getSessionRuns
      tags: [Sessions]
      summary: List runs in a session
      parameters:
        - name: session_id
          in: path
          required: true
          schema:
            type: string
      responses:
        '200':
          description: Runs belonging to the session.
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/RunResponse'
  /memories:
    get:
      operationId: listMemories
      tags: [Memory]
      summary: List memories
      responses:
        '200':
          description: A list of stored memories.
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/Memory'
    post:
      operationId: createMemory
      tags: [Memory]
      summary: Create a memory
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/MemoryInput'
      responses:
        '200':
          description: The created memory.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Memory'
  /memories/topics:
    get:
      operationId: getMemoryTopics
      tags: [Memory]
      summary: List memory topics
      responses:
        '200':
          description: Distinct topics/tags used across stored memories.
          content:
            application/json:
              schema:
                type: array
                items:
                  type: string
  /memories/stats:
    get:
      operationId: getUserMemoryStatistics
      tags: [Memory]
      summary: Get user memory statistics
      responses:
        '200':
          description: Aggregate memory counts and usage per user.
          content:
            application/json:
              schema:
                type: object
  /memories/optimize:
    post:
      operationId: optimizeUserMemories
      tags: [Memory]
      summary: Optimize user memories
      description: Consolidates and deduplicates a user's stored memories.
      responses:
        '200':
          description: Optimization result.
          content:
            application/json:
              schema:
                type: object
  /knowledge/content:
    get:
      operationId: listContent
      tags: [Knowledge]
      summary: List knowledge content
      description: Paginated list of all content in the knowledge base with filtering and sorting.
      parameters:
        - name: db_id
          in: query
          schema:
            type: string
        - name: knowledge_id
          in: query
          schema:
            type: string
      responses:
        '200':
          description: A page of knowledge content.
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/ContentResponse'
    post:
      operationId: uploadContent
      tags: [Knowledge]
      summary: Upload knowledge content
      description: Uploads a file, URL, or raw text into the knowledge base for chunking and indexing.
      parameters:
        - name: db_id
          in: query
          schema:
            type: string
        - name: knowledge_id
          in: query
          schema:
            type: string
      requestBody:
        required: true
        content:
          multipart/form-data:
            schema:
              $ref: '#/components/schemas/ContentInput'
      responses:
        '202':
          description: Content accepted for processing.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ContentResponse'
  /knowledge/search:
    get:
      operationId: searchKnowledge
      tags: [Knowledge]
      summary: Search knowledge content
      parameters:
        - name: query
          in: query
          required: true
          schema:
            type: string
      responses:
        '200':
          description: Matching knowledge chunks.
          content:
            application/json:
              schema:
                type: array
                items:
                  type: object
  /eval-runs:
    get:
      operationId: listEvaluationRuns
      tags: [Evals]
      summary: List evaluation runs
      responses:
        '200':
          description: A list of evaluation runs.
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/EvalRun'
    post:
      operationId: executeEvaluation
      tags: [Evals]
      summary: Execute an evaluation
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/EvalRunInput'
      responses:
        '200':
          description: The created evaluation run.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/EvalRun'
components:
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer
      description: >-
        HTTP Bearer token equal to OS_SECURITY_KEY. Required only when a
        Security Key is configured on the AgentOS instance; disabled
        otherwise.
  parameters:
    AgentId:
      name: agent_id
      in: path
      required: true
      schema:
        type: string
  responses:
    BadRequest:
      description: Invalid input or configuration.
    Unauthorized:
      description: Missing or invalid bearer token.
    NotFound:
      description: Resource not found.
    ValidationError:
      description: Request failed schema validation.
  schemas:
    RunRequest:
      type: object
      required:
        - message
      properties:
        message:
          type: string
        stream:
          type: boolean
          default: true
        session_id:
          type: string
        user_id:
          type: string
        files:
          type: array
          items:
            type: string
            format: binary
        version:
          type: integer
        background:
          type: boolean
          default: false
        monitor:
          type: boolean
          default: true
    RunResponse:
      type: object
      properties:
        run_id:
          type: string
        session_id:
          type: string
        content:
          type: string
        status:
          type: string
    AgentResponse:
      type: object
      properties:
        id:
          type: string
        name:
          type: string
        db_id:
          type: string
        description:
          type: string
        role:
          type: string
        model:
          type: object
        tools:
          type: array
          items:
            type: object
    TeamResponse:
      type: object
      properties:
        id:
          type: string
        name:
          type: string
        members:
          type: array
          items:
            type: string
    WorkflowResponse:
      type: object
      properties:
        id:
          type: string
        name:
          type: string
        steps:
          type: array
          items:
            type: object
    SessionInput:
      type: object
      properties:
        session_name:
          type: string
        component_id:
          type: string
        user_id:
          type: string
    Session:
      type: object
      properties:
        session_id:
          type: string
        session_name:
          type: string
        session_state:
          type: object
        created_at:
          type: string
        updated_at:
          type: string
    SessionListResponse:
      type: object
      properties:
        data:
          type: array
          items:
            $ref: '#/components/schemas/Session'
        meta:
          type: object
          properties:
            page:
              type: integer
            limit:
              type: integer
            total_pages:
              type: integer
            total_count:
              type: integer
    MemoryInput:
      type: object
      required:
        - memory
      properties:
        memory:
          type: string
          minLength: 1
          maxLength: 5000
        user_id:
          type: string
        topics:
          type: array
          items:
            type: string
    Memory:
      type: object
      properties:
        memory_id:
          type: string
        memory:
          type: string
        user_id:
          type: string
        topics:
          type: array
          items:
            type: string
    ContentInput:
      type: object
      properties:
        name:
          type: string
        description:
          type: string
        url:
          type: string
        file:
          type: string
          format: binary
        text_content:
          type: string
        metadata:
          type: string
        reader_id:
          type: string
        chunker:
          type: string
        chunk_size:
          type: integer
        chunk_overlap:
          type: integer
    ContentResponse:
      type: object
      properties:
        content_id:
          type: string
        name:
          type: string
        status:
          type: string
    EvalRunInput:
      type: object
      required:
        - eval_type
        - input
      properties:
        eval_type:
          type: string
          enum: [accuracy, agent_as_judge, performance, reliability]
        input:
          type: string
          minLength: 1
        agent_id:
          type: string
        team_id:
          type: string
        model_id:
          type: string
        model_provider:
          type: string
        expected_output:
          type: string
        criteria:
          type: string
        expected_tool_calls:
          type: array
          items:
            type: string
        scoring_strategy:
          type: string
          enum: [numeric, binary]
          default: binary
        threshold:
          type: integer
          minimum: 1
          maximum: 10
          default: 7
        num_iterations:
          type: integer
          minimum: 1
          maximum: 100
          default: 1
        warmup_runs:
          type: integer
          minimum: 0
          maximum: 10
          default: 0
        name:
          type: string
    EvalRun:
      type: object
      properties:
        eval_run_id:
          type: string
        eval_type:
          type: string
        status:
          type: string
        score:
          type: number