Seekr Agents API

openapi: 3.2.0
info:
  title: Seekr Agents API
  contact:
    name: Seekr API Support
    url: http://www.seekr.com/contact
    email: contact@seekr.com
  termsOfService: http://www.seekr.com/support
  version: '1.0'
  description: 'Operations tagged Agents across 2 of this provider''s published API definitions: seekr-agents-openapi.json, seekr-llm-training-openapi.json. Each path carries the servers of the definition it was published in.'
servers:
- url: https://flow.seekr.com
  description: SeekrBuild server base URL
tags:
- name: Agents
paths:
  /v1/internal/agents:
    servers:
    - url: https://flow.seekr.com
      description: SeekrBuild server base URL
    get:
      tags:
      - Agents
      summary: List Registered Agents Endpoint
      description: List all agents currently registered with agents-router.
      operationId: list_registered_agents_endpoint_v1_internal_agents_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                items:
                  $ref: '#/components/schemas/RegisteredAgent'
                type: array
                title: Response List Registered Agents Endpoint V1 Internal Agents Get
      x-excluded: true
  /v2/flow/agents/:
    servers:
    - url: https://flow.seekr.com
      description: SeekrBuild server base URL
    get:
      tags:
      - Agents
      summary: List Agents
      description: List all agents for the user
      operationId: list_agents_v2_flow_agents__get
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GetAgentsResponseV2'
      security:
      - APIKeyHeader: []
  /v2/flow/agents/{agent_id}:
    servers:
    - url: https://flow.seekr.com
      description: SeekrBuild server base URL
    get:
      tags:
      - Agents
      summary: Get Agent By Id
      operationId: get_agent_by_id_v2_flow_agents__agent_id__get
      security:
      - APIKeyHeader: []
      parameters:
      - name: agent_id
        in: path
        required: true
        schema:
          type: string
          title: Agent Id
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AgentSchemaV2'
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
    patch:
      tags:
      - Agents
      summary: Patch
      description: 'Partially updates an agent. Only explicitly provided fields are changed.


        On success, the agent and its descendants are redeployed.

        On deploy failure the agent status is set to FAILED.

        Tool ownership and model validation are enforced before any write occurs.'
      operationId: patch_v2_flow_agents__agent_id__patch
      security:
      - APIKeyHeader: []
      parameters:
      - name: agent_id
        in: path
        required: true
        schema:
          type: string
          title: Agent Id
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PatchAgentRequest'
            examples:
              preferred_tool_ids:
                summary: Preferred usage using tool_ids
                value:
                  name: My Agent
                  instructions: You are a helpful assistant that can search files, browse the web, and run Python code.
                  model_id: deployment-123
                  temperature: 0.4
                  reasoning_effort: medium
                  tool_ids:
                  - tool-123
                  - tool-456
              legacy_tools_deprecated:
                summary: Legacy usage using tools (deprecated)
                description: 'DEPRECATED: Use tool_ids instead.'
                value:
                  name: My Agent
                  instructions: You are a helpful assistant that can search files, browse the web, and run Python code.
                  model_id: deployment-123
                  temperature: 0.4
                  reasoning_effort: medium
                  tools:
                  - name: file_search
                    tool_env:
                      file_search_index: my-index
                      document_tool_desc: Search through documents
                      top_k: 10
                      score_threshold: 0.7
                  - name: web_search
                    tool_env:
                      web_search_tool_description: Search the web for current information
                  - name: run_python
                    tool_env:
                      run_python_tool_desc: Execute Python code
                      function_ids:
                      - func-123
                      - func-456
                  - name: agent_as_tool
                    agent_id: ag-123...
                    description: Description of subagent tool.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AgentSchemaV2'
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
    delete:
      tags:
      - Agents
      summary: Delete
      description: Destructive endpoint that demotes an agent (if deployed) followed by a DELETE from the DB. For demote-only, use the demote endpoint.
      operationId: delete_v2_flow_agents__agent_id__delete
      security:
      - APIKeyHeader: []
      parameters:
      - name: agent_id
        in: path
        required: true
        schema:
          type: string
          title: Agent Id
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AgentDeleteResponse'
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v2/flow/agents/create:
    servers:
    - url: https://flow.seekr.com
      description: SeekrBuild server base URL
    post:
      tags:
      - Agents
      summary: Create
      operationId: create_v2_flow_agents_create_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateAgentRequest'
            examples:
              preferred_tool_ids:
                summary: Preferred usage using tool_ids
                value:
                  name: My Agent
                  instructions: You are a helpful assistant that can search files, browse the web, and run Python code.
                  model_id: deployment-123
                  temperature: 0.4
                  reasoning_effort: medium
                  tool_ids:
                  - tool-123
                  - tool-456
              legacy_tools_deprecated:
                summary: Legacy usage using tools (deprecated)
                description: 'DEPRECATED: Use tool_ids instead.'
                value:
                  name: My Agent
                  instructions: You are a helpful assistant that can search files, browse the web, and run Python code.
                  model_id: deployment-123
                  temperature: 0.4
                  reasoning_effort: medium
                  tools:
                  - name: file_search
                    tool_env:
                      file_search_index: my-index
                      document_tool_desc: Search through documents
                      top_k: 10
                      score_threshold: 0.7
                  - name: web_search
                    tool_env:
                      web_search_tool_description: Search the web for current information
                  - name: run_python
                    tool_env:
                      run_python_tool_desc: Execute Python code
                      function_ids:
                      - func-123
                      - func-456
                  - name: agent_as_tool
                    agent_id: ag-123...
                    description: Description of subagent tool.
        required: true
      responses:
        '201':
          description: Resource created
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AgentSchemaV2'
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - APIKeyHeader: []
  /v2/flow/agents/{agent_id}/update:
    servers:
    - url: https://flow.seekr.com
      description: SeekrBuild server base URL
    put:
      tags:
      - Agents
      summary: Update
      description: 'Updates an agent''s details entirely. Requires all agent fields to be provided.

        Promotes the updated agent and returns it.'
      operationId: update_v2_flow_agents__agent_id__update_put
      deprecated: true
      security:
      - APIKeyHeader: []
      parameters:
      - name: agent_id
        in: path
        required: true
        schema:
          type: string
          title: Agent Id
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/UpdateAgentRequest'
            examples:
              preferred_tool_ids:
                summary: Preferred usage using tool_ids
                value:
                  name: My Agent
                  instructions: You are a helpful assistant that can search files, browse the web, and run Python code.
                  model_id: deployment-123
                  temperature: 0.4
                  reasoning_effort: medium
                  tool_ids:
                  - tool-123
                  - tool-456
              legacy_tools_deprecated:
                summary: Legacy usage using tools (deprecated)
                description: 'DEPRECATED: Use tool_ids instead.'
                value:
                  name: My Agent
                  instructions: You are a helpful assistant that can search files, browse the web, and run Python code.
                  model_id: deployment-123
                  temperature: 0.4
                  reasoning_effort: medium
                  tools:
                  - name: file_search
                    tool_env:
                      file_search_index: my-index
                      document_tool_desc: Search through documents
                      top_k: 10
                      score_threshold: 0.7
                  - name: web_search
                    tool_env:
                      web_search_tool_description: Search the web for current information
                  - name: run_python
                    tool_env:
                      run_python_tool_desc: Execute Python code
                      function_ids:
                      - func-123
                      - func-456
                  - name: agent_as_tool
                    agent_id: ag-123...
                    description: Description of subagent tool.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AgentSchemaV2'
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v2/flow/agents/{agent_id}/promote:
    servers:
    - url: https://flow.seekr.com
      description: SeekrBuild server base URL
    put:
      tags:
      - Agents
      summary: Promote
      operationId: promote_v2_flow_agents__agent_id__promote_put
      security:
      - APIKeyHeader: []
      parameters:
      - name: agent_id
        in: path
        required: true
        schema:
          type: string
          title: Agent Id
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AgentSchemaV2'
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v2/flow/agents/{agent_id}/demote:
    servers:
    - url: https://flow.seekr.com
      description: SeekrBuild server base URL
    put:
      tags:
      - Agents
      summary: Demote
      operationId: demote_v2_flow_agents__agent_id__demote_put
      security:
      - APIKeyHeader: []
      parameters:
      - name: agent_id
        in: path
        required: true
        schema:
          type: string
          title: Agent Id
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AgentSchemaV2'
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v2/flow/agents/{agent_id}/diff:
    servers:
    - url: https://flow.seekr.com
      description: SeekrBuild server base URL
    patch:
      tags:
      - Agents
      summary: Diff
      description: 'Preview the diff of a proposed patch without applying any changes.


        Behaves as a dry-run.  Nothing is written to the DB or redeployed.'
      operationId: diff_v2_flow_agents__agent_id__diff_patch
      security:
      - APIKeyHeader: []
      parameters:
      - name: agent_id
        in: path
        required: true
        schema:
          type: string
          title: Agent Id
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PatchAgentRequest'
            examples:
              preferred_tool_ids:
                summary: Preferred usage using tool_ids
                value:
                  name: My Agent
                  instructions: You are a helpful assistant that can search files, browse the web, and run Python code.
                  model_id: deployment-123
                  temperature: 0.4
                  reasoning_effort: medium
                  tool_ids:
                  - tool-123
                  - tool-456
              legacy_tools_deprecated:
                summary: Legacy usage using tools (deprecated)
                description: 'DEPRECATED: Use tool_ids instead.'
                value:
                  name: My Agent
                  instructions: You are a helpful assistant that can search files, browse the web, and run Python code.
                  model_id: deployment-123
                  temperature: 0.4
                  reasoning_effort: medium
                  tools:
                  - name: file_search
                    tool_env:
                      file_search_index: my-index
                      document_tool_desc: Search through documents
                      top_k: 10
                      score_threshold: 0.7
                  - name: web_search
                    tool_env:
                      web_search_tool_description: Search the web for current information
                  - name: run_python
                    tool_env:
                      run_python_tool_desc: Execute Python code
                      function_ids:
                      - func-123
                      - func-456
                  - name: agent_as_tool
                    agent_id: ag-123...
                    description: Description of subagent tool.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/PatchAgentResponseV2'
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v2/flow/internal/agents/{agent_id}/update-status:
    servers:
    - url: https://flow.seekr.com
      description: SeekrBuild server base URL
    patch:
      tags:
      - Agents
      summary: Update Status
      description: "An internal-only endpoint (no built-in auth validation) to update the agent's status in the DB, if it exists.\n\nIf the provided status is 'Active', and the Agent's current status is NOT 'Active', the `last_deployed_at` field\nis also updated in the DB to reflect the current date/time.\n\nIf the provided status is changed to 'Failed' from any other status, the Agent yaml is deleted from the git repo,\nand the status is updated to 'Failed' in the DB.\n\nArguments:\n    agent_id: the ID of the agent to update\n    update_request: the AgentUpdateStatusRequest object from the body containing the new status\n\nReturns:\n    An AgentUpdateStatusResponseV2 containing the Agent's ID, old and new status."
      operationId: update_status_v2_flow_internal_agents__agent_id__update_status_patch
      parameters:
      - name: agent_id
        in: path
        required: true
        schema:
          type: string
          title: Agent Id
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/AgentUpdateStatusRequest'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AgentUpdateStatusResponseV2'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      x-excluded: true
components:
  schemas:
    WebSearchEnv:
      properties:
        WEB_SEARCH_TOOL_DESCRIPTION:
          anyOf:
          - type: string
          - type: 'null'
          title: Web Search Tool Description
      type: object
      title: WebSearchEnv
    ReasoningEffort:
      type: string
      enum:
      - low
      - medium
      - high
      - speed_optimized
      - performance_optimized
      title: ReasoningEffort
      description: Controls how much reasoning the agent uses when working through a request. Accepts `low`, `medium`, or `high`, where higher levels produce more thorough reasoning. The `speed_optimized` and `performance_optimized` values are only supported for backward compatibility. `speed_optimized` maps to `low`, and `performance_optimized` maps to `high`.
    RegisteredAgent:
      properties:
        id:
          type: string
          title: Id
        address:
          type: string
          title: Address
        port:
          type: integer
          title: Port
        status:
          $ref: '#/components/schemas/AgentStatus'
        deployment_generation:
          type: integer
          title: Deployment Generation
        awaiting_initial_readiness:
          type: boolean
          title: Awaiting Initial Readiness
      type: object
      required:
      - id
      - address
      - port
      - status
      - deployment_generation
      - awaiting_initial_readiness
      title: RegisteredAgent
      description: A registered agent currently known by agents-router.
    AgentAsToolConfig:
      properties:
        AGENT_ID:
          type: string
          title: Agent Id
      additionalProperties: false
      type: object
      required:
      - AGENT_ID
      title: AgentAsToolConfig
    llm_training__agents__tools__schemas__run_python__CreateRunPython:
      properties:
        name:
          type: string
          const: run_python
          title: Name
        tool_env:
          $ref: '#/components/schemas/RunPythonEnv'
      type: object
      required:
      - name
      - tool_env
      title: CreateRunPython
      examples:
      - name: run_python
        tool_env:
          function_ids:
          - func-123
          - func-456
          run_python_tool_desc: Execute Python code for data analysis and calculations
    llm_training__agents__tools__schemas__file_search__CreateFileSearch:
      properties:
        name:
          type: string
          const: file_search
          title: Name
        tool_env:
          $ref: '#/components/schemas/FileSearchEnv'
      type: object
      required:
      - name
      - tool_env
      title: CreateFileSearch
      examples:
      - name: file_search
        tool_env:
          document_tool_desc: Search through uploaded documents
          file_search_index: my-document-index
          score_threshold: 0.7
          top_k: 10
    AgentOutputConfig:
      properties:
        frequency:
          anyOf:
          - $ref: '#/components/schemas/AgentOutputFrequency'
          - type: 'null'
          description: 'When the agent produces a written response: `always`, `automatic` (the agent decides), or `never`.'
        instructions:
          anyOf:
          - type: string
          - type: 'null'
          title: Instructions
          description: Instructions for generating the agent's final response. When set, the top-level `instructions` guide only the agent's reasoning, and these guide the response.
        model_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Model Id
          description: The model used to generate the agent's final response, overriding the top-level `model_id`. Can be a base model or fine-tuned model.
        temperature:
          anyOf:
          - type: number
            maximum: 2
            minimum: 0
          - type: 'null'
          title: Temperature
          description: Controls the predictability of the agent's final response. Accepts a value from `0` to `2`. Defaults to `0.6`.
      type: object
      title: AgentOutputConfig
    UpdateAgentRequest:
      properties:
        name:
          type: string
          title: Name
        instructions:
          type: string
          title: Instructions
        tools:
          anyOf:
          - items:
              oneOf:
              - $ref: '#/components/schemas/llm_training__agents__tools__schemas__file_search__CreateFileSearch'
              - $ref: '#/components/schemas/llm_training__agents__tools__schemas__web_search__CreateWebSearch'
              - $ref: '#/components/schemas/llm_training__agents__tools__schemas__run_python__CreateRunPython'
              discriminator:
                propertyName: name
                mapping:
                  file_search: '#/components/schemas/llm_training__agents__tools__schemas__file_search__CreateFileSearch'
                  run_python: '#/components/schemas/llm_training__agents__tools__schemas__run_python__CreateRunPython'
                  web_search: '#/components/schemas/llm_training__agents__tools__schemas__web_search__CreateWebSearch'
            type: array
          - type: 'null'
          title: Tools
          description: 'DEPRECATED: Use `tool_ids` instead.'
          deprecated: true
        tool_ids:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          title: Tool Ids
          description: Preferred way to associate tools with an agent.
        model_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Model Id
        planner_model_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Planner Model Id
        tool_model_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Tool Model Id
        output:
          anyOf:
          - $ref: '#/components/schemas/AgentOutputConfig'
          - type: 'null'
        temperature:
          anyOf:
          - type: number
            maximum: 2
            minimum: 0
          - type: 'null'
          title: Temperature
        reasoning_effort:
          anyOf:
          - $ref: '#/components/schemas/ReasoningEffort'
          - type: 'null'
          default: medium
      additionalProperties: false
      type: object
      required:
      - name
      - instructions
      title: UpdateAgentRequest
    llm_training__agents__tools__standalone__schemas__RunPython:
      properties:
        id:
          type: string
          title: Id
        name:
          type: string
          title: Name
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
        type:
          type: string
          const: run_python
          title: Type
          default: run_python
        config:
          $ref: '#/components/schemas/RunPythonConfig'
          default: {}
      type: object
      required:
      - id
      - name
      title: RunPython
      description: Configuration for the run Python tool, which lets the agent execute developer-defined Python functions.
    MCPConnectorToolResponseConfig:
      properties:
        URL:
          type: string
          minLength: 1
          title: Url
        TRANSPORT:
          type: string
          enum:
          - sse
          - streamable-http
          title: Transport
          default: streamable-http
        AUTHORIZATION_URL:
          anyOf:
          - type: string
          - type: 'null'
          title: Authorization Url
      additionalProperties: false
      type: object
      required:
      - URL
      title: MCPConnectorToolResponseConfig
    AgentOutputFrequency:
      type: string
      enum:
      - always
      - never
      - automatic
      title: AgentOutputFrequency
    HTTPValidationError:
      properties:
        detail:
          items:
            $ref: '#/components/schemas/ValidationError'
          type: array
          title: Detail
      type: object
      title: HTTPValidationError
    llm_training__agents__tools__standalone__schemas__AgentAsTool:
      properties:
        id:
          type: string
          title: Id
        name:
          type: string
          title: Name
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
        type:
          type: string
          const: agent_as_tool
          title: Type
          default: agent_as_tool
        config:
          $ref: '#/components/schemas/AgentAsToolConfig'
      type: object
      required:
      - id
      - name
      - config
      title: AgentAsTool
      description: Configuration for an agent-as-tool, which delegates subtasks to another agent and returns the result to the supervisor.
    AgentStatus_2:
      type: string
      enum:
      - Inactive
      - Pending
      - Active
      - Updating
      - Failed
      title: AgentStatus
    llm_training__agents__tools__standalone__schemas__MCPConnectorTool:
      properties:
        id:
          type: string
          title: Id
        name:
          type: string
          title: Name
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
        type:
          type: string
          const: mcp_connector
          title: Type
          default: mcp_connector
        config:
          $ref: '#/components/schemas/MCPConnectorToolResponseConfig'
      type: object
      required:
      - id
      - name
      - config
      title: MCPConnectorTool
      description: Configuration for the MCP connector tool, which connects the agent to external MCP providers through a secure gateway with OAuth-based authentication.
    llm_training__agents__tools__standalone__schemas__WebSearch:
      properties:
        id:
          type: string
          title: Id
        name:
          type: string
          title: Name
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
        type:
          type: string
          const: web_search
          title: Type
          default: web_search
      type: object
      required:
      - id
      - name
      title: WebSearch
      description: 'Configuration for the web search tool: real-time information retrieval from web sources.'
    CreateAgentRequest:
      properties:
        name:
          type: string
          title: Name
        instructions:
          type: string
          title: Instructions
        tools:
          anyOf:
          - items:
              oneOf:
              - $ref: '#/components/schemas/llm_training__agents__tools__schemas__file_search__CreateFileSearch'
              - $ref: '#/components/schemas/llm_training__agents__tools__schemas__web_search__CreateWebSearch'
              - $ref: '#/components/schemas/llm_training__agents__tools__schemas__run_python__CreateRunPython'
              discriminator:
                propertyName: name
                mapping:
                  file_search: '#/components/schemas/llm_training__agents__tools__schemas__file_search__CreateFileSearch'
                  run_python: '#/components/schemas/llm_training__agents__tools__schemas__run_python__CreateRunPython'
                  web_search: '#/components/schemas/llm_training__agents__tools__schemas__web_search__CreateWebSearch'
            type: array
          - type: 'null'
          title: Tools
          description: 'DEPRECATED: Use `tool_ids` instead.'
          deprecated: true
        tool_ids:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          title: Tool Ids
          description: Preferred way to associate tools with an agent.
        model_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Model Id
        planner_model_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Planner Model Id
        tool_model_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Tool Model Id
        output:
          anyOf:
          - $ref: '#/components/schemas/AgentOutputConfig'
          - type: 'null'
          description: Optional configuration for the agent's final response. Overrides the top-level settings for response generation.
        temperature:
          anyOf:
          - type: number
            maximum: 2
            minimum: 0
          - type: 'null'
          title: Temperature
          description: Controls the predictability of the agent's reasoning. Accepts a value from `0` to `2`. Defaults to `0.6`. Lower values produce more consistent results, and higher values introduce more variation.
        reasoning_effort:
          anyOf:
          - $ref: '#/components/schemas/ReasoningEffort'
          - type: 'null'
          default: medium
      additionalProperties: false
      type: object
      required:
      - name
      - instructions
      title: CreateAgentRequest
    AgentDeleteResponse:
      properties:
        id:
          type: string
          title: Id
        deleted:
          type: boolean
          title: Deleted
      type: object
      required:
      - id
      - deleted
      title: AgentDeleteResponse
    RunPythonConfig:
      properties:
        FUNCTION_IDS:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          title: Function Ids
      additionalProperties: false
      type: object
      title: RunPythonConfig
    PatchAgentResponseV2:
      properties:
        before:
          $ref: '#/components/schemas/AgentSchemaV2'
        after:
          $ref: '#/components/schemas/AgentSchemaV2'
        diff:
          additionalProperties:
            additionalProperties: true
            type: object
          type: object
          title: Diff
          default: {}
      type: object
      required:
      - before
      - after
      title: PatchAgentResponseV2
    PatchAgentRequest:
      properties:
        name:
          anyOf:
          - type: string
          - type: 'null'
          title: Name
        instructions:
          anyOf:
          - type: string
          - type: 'null'
          title: Instructions
 

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# Full source: https://raw.githubusercontent.com/api-evangelist/seekr/refs/heads/main/openapi/seekr-agents-api-openapi.yml