openapi.yaml

openapi: 3.0.3
info:
  title: Julep Agents API
  description: Julep AI agents API allows creating agents with long-term memory easily.
  termsOfService: ''
  contact:
    email: developers@julep.ai
    name: Julep Developers
    url: https://julep.ai
  license:
    name: Apache 2.0
    url: http:https://www.apache.org/licenses/LICENSE-2.0.html
  version: 1.0.0
externalDocs:
  description: Find out more about spec
  url: https://docs.julep.ai
servers:
  - url: https://api-alpha.julep.ai/api
    description: ''
    variables: {}
tags:
  - name: Default
    description: ''
    externalDocs:
      url: https://docs.julep.ai
      description: https://docs.julep.ai
paths:
  /sessions:
    post:
      summary: Create a new session
      description: Create a session between an agent and a user
      operationId: CreateSession
      tags: []
      parameters: []
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateSessionRequest'
              description: Session options
        description: Session initialization options
      responses:
        '201':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceCreatedResponse'
          description: Session successfully created
      security:
        - api-key: []
    get:
      summary: List sessions
      description: >-
        List sessions created (use limit/offset pagination to get large number
        of sessions; sorted by descending order of `created_at` by default)
      operationId: ListSessions
      tags: []
      parameters:
        - in: query
          name: limit
          description: Number of sessions to return
          schema:
            type: integer
            default: 100
            minimum: 1
            maximum: 1000
        - in: query
          name: offset
          description: Number of sessions to skip (sorted created_at descending order)
          schema:
            type: integer
            default: 0
            minimum: 0
        - in: query
          name: metadata_filter
          description: JSON object that should be used to filter objects by metadata
          required: false
          schema:
            type: string
            default: '{}'
        - in: query
          name: sort_by
          description: 'Which field to sort by: `created_at` or `updated_at`'
          schema:
            type: string
            enum:
              - created_at
              - updated_at
            default: created_at
        - in: query
          name: order
          description: >-
            Which order should the sort be: `asc` (ascending) or `desc`
            (descending)
          schema:
            type: string
            enum:
              - asc
              - desc
            default: desc
      responses:
        '200':
          content:
            application/json:
              schema:
                $schema: http:https://json-schema.org/draft-04/schema#
                type: object
                properties:
                  items:
                    type: array
                    items:
                      $ref: '#/components/schemas/Session'
                required:
                  - items
          description: >-
            List of sessions (sorted created_at descending order) with
            limit+offset pagination
      security:
        - api-key: []
  /users:
    post:
      summary: Create a new user
      description: Create a new user
      operationId: CreateUser
      tags: []
      parameters: []
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateUserRequest'
        description: User create options
      responses:
        '201':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceCreatedResponse'
          description: User successfully created
      security:
        - api-key: []
    get:
      summary: List users
      description: >-
        List users created (use limit/offset pagination to get large number of
        sessions; sorted by descending order of `created_at` by default)
      operationId: ListUsers
      tags: []
      parameters:
        - in: query
          name: limit
          description: Number of items to return
          schema:
            type: integer
            default: 100
            minimum: 1
            maximum: 1000
        - in: query
          name: offset
          description: Number of items to skip (sorted created_at descending order)
          schema:
            type: integer
        - in: query
          name: metadata_filter
          description: JSON object that should be used to filter objects by metadata
          required: false
          schema:
            type: string
            default: '{}'
        - in: query
          name: sort_by
          description: 'Which field to sort by: `created_at` or `updated_at`'
          schema:
            type: string
            enum:
              - created_at
              - updated_at
            default: created_at
        - in: query
          name: order
          description: >-
            Which order should the sort be: `asc` (ascending) or `desc`
            (descending)
          schema:
            type: string
            enum:
              - asc
              - desc
            default: desc
      responses:
        '200':
          content:
            application/json:
              schema:
                $schema: http:https://json-schema.org/draft-04/schema#
                type: object
                properties:
                  items:
                    type: array
                    items:
                      $ref: '#/components/schemas/User'
                required:
                  - items
          description: >-
            List of users (sorted created_at descending order) with limit+offset
            pagination
      security:
        - api-key: []
  /agents:
    post:
      summary: Create a new agent
      description: Create a new agent
      operationId: CreateAgent
      tags: []
      parameters: []
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateAgentRequest'
        description: Agent create options
      responses:
        '201':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceCreatedResponse'
          description: Agent successfully created
      security:
        - api-key: []
    get:
      summary: List agents
      description: >-
        List agents created (use limit/offset pagination to get large number of
        sessions; sorted by descending order of `created_at` by default)
      operationId: ListAgents
      tags: []
      parameters:
        - in: query
          name: limit
          description: Number of items to return
          schema:
            type: integer
            default: 100
            minimum: 1
            maximum: 1000
        - in: query
          name: offset
          description: Number of items to skip (sorted created_at descending order)
          schema:
            type: integer
            default: 0
            minimum: 0
        - in: query
          name: metadata_filter
          description: JSON object that should be used to filter objects by metadata
          required: false
          schema:
            type: string
            default: '{}'
        - in: query
          name: sort_by
          description: 'Which field to sort by: `created_at` or `updated_at`'
          schema:
            type: string
            enum:
              - created_at
              - updated_at
            default: created_at
        - in: query
          name: order
          description: >-
            Which order should the sort be: `asc` (ascending) or `desc`
            (descending)
          schema:
            type: string
            enum:
              - asc
              - desc
            default: desc
      responses:
        '200':
          description: >-
            List of agents (sorted created_at descending order) with
            limit+offset pagination
          content:
            application/json:
              schema:
                type: object
                properties:
                  items:
                    type: array
                    items:
                      $ref: '#/components/schemas/Agent'
                required:
                  - items
      security:
        - api-key: []
  /sessions/{session_id}:
    get:
      summary: Get details of the session
      description: ''
      operationId: GetSession
      tags: []
      parameters: []
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Session'
      security:
        - api-key: []
    delete:
      summary: Delete session
      description: ''
      operationId: DeleteSession
      tags: []
      parameters: []
      responses:
        '202':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceDeletedResponse'
      security:
        - api-key: []
    put:
      summary: Update session parameters
      description: ''
      operationId: UpdateSession
      tags: []
      parameters: []
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/UpdateSessionRequest'
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceUpdatedResponse'
      security:
        - api-key: []
    parameters:
      - in: path
        name: session_id
        description: ''
        schema:
          type: string
          format: uuid
        required: true
    patch:
      summary: Patch Session parameters (merge instead of replace)
      description: ''
      operationId: PatchSession
      tags: []
      parameters: []
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PatchSessionRequest'
      responses:
        '200':
          description: ''
          headers: {}
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceUpdatedResponse'
      security:
        - api-key: []
  /sessions/{session_id}/suggestions:
    get:
      summary: Get autogenerated suggestions for session user and agent
      description: Sorted (created_at descending)
      operationId: GetSuggestions
      tags: []
      parameters:
        - in: query
          name: limit
          description: ''
          schema:
            type: integer
            default: 100
            minimum: 1
            maximum: 1000
        - in: query
          name: offset
          description: ''
          schema:
            type: integer
            default: 0
            minimum: 0
      responses:
        '200':
          content:
            application/json:
              schema:
                $schema: http:https://json-schema.org/draft-04/schema#
                type: object
                properties:
                  items:
                    type: array
                    items:
                      $ref: '#/components/schemas/Suggestion'
      security:
        - api-key: []
    parameters:
      - in: path
        name: session_id
        description: ''
        schema:
          type: string
          format: uuid
        required: true
  /sessions/{session_id}/history:
    get:
      summary: Get all messages in a session
      description: Sorted (created_at ascending)
      operationId: GetHistory
      tags: []
      parameters:
        - in: query
          name: limit
          description: ''
          schema:
            type: integer
            default: 100
            minimum: 1
            maximum: 1000
        - in: query
          name: offset
          description: ''
          schema:
            type: integer
            default: 0
            minimum: 0
      responses:
        '200':
          content:
            application/json:
              schema:
                $schema: http:https://json-schema.org/draft-04/schema#
                type: object
                properties:
                  items:
                    type: array
                    items:
                      $ref: '#/components/schemas/ChatMLMessage'
      security:
        - api-key: []
    parameters:
      - in: path
        name: session_id
        description: ''
        schema:
          type: string
          format: uuid
        required: true
    delete:
      summary: Delete session history (does NOT delete related memories)
      description: ''
      operationId: DeleteSessionHistory
      tags: []
      parameters: []
      responses:
        '202':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceDeletedResponse'
      security:
        - api-key: []
  /sessions/{session_id}/chat:
    parameters:
      - in: path
        name: session_id
        description: ''
        schema:
          type: string
          format: uuid
        required: true
    post:
      summary: Interact with the session
      description: ''
      operationId: Chat
      tags: []
      parameters:
        - in: header
          name: Accept
          description: ''
          schema:
            type: string
            default: application/json
            enum:
              - application/json
              - text/event-stream
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ChatInput'
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ChatResponse'
      security:
        - api-key: []
  /agents/{agent_id}/memories:
    get:
      summary: Get memories of the agent
      description: Sorted (created_at descending)
      operationId: GetAgentMemories
      tags: []
      parameters:
        - in: query
          name: query
          description: ''
          schema:
            type: string
          required: true
        - in: query
          name: user_id
          description: ''
          schema:
            type: string
            format: uuid
        - in: query
          name: limit
          description: ''
          schema:
            type: integer
        - in: query
          name: offset
          description: ''
          schema:
            type: integer
      responses:
        '200':
          content:
            application/json:
              schema:
                $schema: http:https://json-schema.org/draft-04/schema#
                type: object
                properties:
                  items:
                    type: array
                    items:
                      $ref: '#/components/schemas/Memory'
      security:
        - api-key: []
    parameters:
      - in: path
        name: agent_id
        description: ''
        schema:
          type: string
          format: uuid
        required: true
  /users/{user_id}:
    get:
      summary: Get details of the user
      description: ''
      operationId: GetUser
      tags: []
      parameters: []
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/User'
      security:
        - api-key: []
    delete:
      summary: Delete user
      description: ''
      operationId: DeleteUser
      tags: []
      parameters: []
      responses:
        '202':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceDeletedResponse'
      security:
        - api-key: []
    put:
      summary: Update user parameters
      description: ''
      operationId: UpdateUser
      tags: []
      parameters: []
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/UpdateUserRequest'
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceUpdatedResponse'
      security:
        - api-key: []
    parameters:
      - in: path
        name: user_id
        description: ''
        schema:
          type: string
          format: uuid
        required: true
    patch:
      summary: Patch User parameters (merge instead of replace)
      description: ''
      operationId: PatchUser
      tags: []
      parameters: []
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PatchUserRequest'
      responses:
        '200':
          description: ''
          headers: {}
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceUpdatedResponse'
      security:
        - api-key: []
  /agents/{agent_id}:
    get:
      summary: Get details of the agent
      description: ''
      operationId: GetAgent
      tags: []
      parameters: []
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Agent'
      security:
        - api-key: []
    delete:
      summary: Delete agent
      description: ''
      operationId: DeleteAgent
      tags: []
      parameters: []
      responses:
        '202':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceDeletedResponse'
      security:
        - api-key: []
    put:
      summary: Update agent parameters
      description: ''
      operationId: UpdateAgent
      tags: []
      parameters: []
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/UpdateAgentRequest'
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceUpdatedResponse'
      security:
        - api-key: []
    parameters:
      - in: path
        name: agent_id
        description: ''
        schema:
          type: string
          format: uuid
        required: true
    patch:
      summary: Patch Agent parameters (merge instead of replace)
      description: ''
      operationId: PatchAgent
      tags: []
      parameters: []
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PatchAgentRequest'
      responses:
        '200':
          description: ''
          headers: {}
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceUpdatedResponse'
      security:
        - api-key: []
  /agents/{agent_id}/docs:
    get:
      summary: Get docs of the agent
      description: Sorted (created_at descending)
      operationId: GetAgentDocs
      tags: []
      parameters:
        - in: query
          name: limit
          description: ''
          schema:
            type: integer
        - in: query
          name: offset
          description: ''
          schema:
            type: integer
        - in: query
          name: metadata_filter
          description: JSON object that should be used to filter objects by metadata
          required: false
          schema:
            type: string
            default: '{}'
        - in: query
          name: sort_by
          description: 'Which field to sort by: `created_at` or `updated_at`'
          schema:
            type: string
            enum:
              - created_at
              - updated_at
            default: created_at
        - in: query
          name: order
          description: >-
            Which order should the sort be: `asc` (ascending) or `desc`
            (descending)
          schema:
            type: string
            enum:
              - asc
              - desc
            default: desc
      requestBody:
        content: {}
      responses:
        '200':
          content:
            application/json:
              schema:
                $schema: http:https://json-schema.org/draft-04/schema#
                type: object
                properties:
                  items:
                    type: array
                    items:
                      $ref: '#/components/schemas/Doc'
      security:
        - api-key: []
    parameters:
      - in: path
        name: agent_id
        description: ''
        schema:
          type: string
          format: uuid
        required: true
    post:
      summary: Create doc of the agent
      description: ''
      operationId: CreateAgentDoc
      tags: []
      parameters: []
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateDoc'
      responses:
        '201':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceCreatedResponse'
      security:
        - api-key: []
  /users/{user_id}/docs:
    get:
      summary: Get docs of the user
      description: Sorted (created_at descending)
      operationId: GetUserDocs
      tags: []
      parameters:
        - in: query
          name: limit
          description: ''
          schema:
            type: integer
        - in: query
          name: offset
          description: ''
          schema:
            type: integer
        - in: query
          name: metadata_filter
          description: JSON object that should be used to filter objects by metadata
          required: false
          schema:
            type: string
            default: '{}'
        - in: query
          name: sort_by
          description: 'Which field to sort by: `created_at` or `updated_at`'
          schema:
            type: string
            enum:
              - created_at
              - updated_at
            default: created_at
        - in: query
          name: order
          description: >-
            Which order should the sort be: `asc` (ascending) or `desc`
            (descending)
          schema:
            type: string
            enum:
              - asc
              - desc
            default: desc
      requestBody:
        content: {}
      responses:
        '200':
          content:
            application/json:
              schema:
                $schema: http:https://json-schema.org/draft-04/schema#
                type: object
                properties:
                  items:
                    type: array
                    items:
                      $ref: '#/components/schemas/Doc'
      security:
        - api-key: []
    parameters:
      - in: path
        name: user_id
        description: ''
        schema:
          type: string
          format: uuid
        required: true
    post:
      summary: Create doc of the user
      description: ''
      operationId: CreateUserDoc
      tags: []
      parameters: []
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateDoc'
      responses:
        '201':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceCreatedResponse'
      security:
        - api-key: []
  /users/{user_id}/docs/{doc_id}:
    parameters:
      - in: path
        name: user_id
        description: ''
        schema:
          type: string
          format: uuid
        required: true
      - in: path
        name: doc_id
        description: ''
        schema:
          type: string
          format: uuid
        required: true
    delete:
      summary: Delete doc by id
      description: ''
      operationId: DeleteUserDoc
      tags: []
      parameters: []
      responses:
        '202':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceDeletedResponse'
      security:
        - api-key: []
  /agents/{agent_id}/docs/{doc_id}:
    parameters:
      - in: path
        name: agent_id
        description: ''
        schema:
          type: string
          format: uuid
        required: true
      - in: path
        name: doc_id
        description: ''
        schema:
          type: string
          format: uuid
        required: true
    delete:
      summary: Delete doc by id
      description: ''
      operationId: DeleteAgentDoc
      tags: []
      parameters: []
      responses:
        '202':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceDeletedResponse'
      security:
        - api-key: []
  /agents/{agent_id}/memories/{memory_id}:
    delete:
      summary: Delete memory of the agent by id
      description: ''
      operationId: DeleteAgentMemory
      tags: []
      parameters: []
      responses:
        '202':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceDeletedResponse'
      security:
        - api-key: []
    parameters:
      - in: path
        name: agent_id
        description: ''
        schema:
          type: string
          format: uuid
        required: true
      - in: path
        name: memory_id
        description: ''
        schema:
          type: string
          format: uuid
        required: true
  /agents/{agent_id}/tools:
    get:
      summary: Get tools of the agent
      description: Sorted (created_at descending)
      operationId: GetAgentTools
      tags: []
      parameters:
        - in: query
          name: limit
          description: ''
          schema:
            type: integer
        - in: query
          name: offset
          description: ''
          schema:
            type: integer
      requestBody:
        content: {}
      responses:
        '200':
          content:
            application/json:
              schema:
                $schema: http:https://json-schema.org/draft-04/schema#
                type: object
                properties:
                  items:
                    type: array
                    items:
                      $ref: '#/components/schemas/Tool'
      security:
        - api-key: []
    parameters:
      - in: path
        name: agent_id
        description: ''
        schema:
          type: string
          format: uuid
        required: true
    post:
      summary: Create tool for the agent
      description: ''
      operationId: CreateAgentTool
      tags: []
      parameters: []
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateToolRequest'
      responses:
        '201':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceCreatedResponse'
      security:
        - api-key: []
  /agents/{agent_id}/tools/{tool_id}:
    parameters:
      - in: path
        name: agent_id
        description: ''
        schema:
          type: string
          format: uuid
        required: true
      - in: path
        name: tool_id
        description: ''
        schema:
          type: string
          format: uuid
        required: true
    delete:
      summary: Delete tool by id
      description: ''
      operationId: DeleteAgentTool
      tags: []
      parameters: []
      responses:
        '202':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceDeletedResponse'
      security:
        - api-key: []
    put:
      summary: Update agent tool definition
      description: ''
      operationId: UpdateAgentTool
      tags: []
      parameters: []
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/UpdateToolRequest'
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceUpdatedResponse'
      security:
        - api-key: []
    patch:
      summary: Patch Agent tool parameters (merge instead of replace)
      description: ''
      operationId: PatchAgentTool
      tags: []
      parameters: []
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PatchToolRequest'
      responses:
        '200':
          description: ''
          headers: {}
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceUpdatedResponse'
      security:
        - api-key: []
  /jobs/{job_id}:
    get:
      summary: Get status of the job
      description: ''
      operationId: GetJobStatus
      tags: []
      parameters: []
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/JobStatus'
      security:
        - api-key: []
    parameters:
      - in: path
        name: job_id
        description: ''
        schema:
          type: string
          format: uuid
        required: true
components:
  schemas:
    User:
      $schema: http:https://json-schema.org/draft-04/schema#
      type: object
      properties:
        name:
          type: string
          description: Name of the user
          default: User
        about:
          type: string
          description: About the user
        created_at:
          type: string
          format: date-time
          description: User created at (RFC-3339 format)
        updated_at:
          type: string
          format: date-time
          description: User updated at (RFC-3339 format)
        id:
          type: string
          description: User id (UUID)
          format: uuid
        metadata:
          type: object
          properties: {}
          description: (Optional) metadata
      required:
        - id
    Agent:
      $schema: http:https://json-schema.org/draft-04/schema#
      type: object
      properties:
        name:
          type: string
          description: Name of the agent
        about:
          type: string
          description: About the agent
          default: ''
        created_at:
          type: string
          format: date-time
          description: Agent created at (RFC-3339 format)
        updated_at:
          type: string
          format: date-time
          description: Agent updated at (RFC-3339 format)
        id:
          type: string
          description: Agent id (UUID)
          format: uuid
        default_settings:
          $ref: '#/components/schemas/AgentDefaultSettings'
          description: Default settings for all sessions created by this agent
        model:
          type: string
          description: The model to use with this agent
          default: julep-ai/samantha-1-turbo
        metadata:
          type: object
          properties: {}
          description: Optional metadata
        instructions:
          oneOf:
            - type: string
            - type: array
              items:
                type: string
              description: List of instructions for the agent
          description: Instructions for the agent
      required:
        - name
        - id
        - model
    FunctionParameters:
      type: object
      description: The parameters the functions accepts, described as a JSON Schema object.
      additionalProperties: true
      properties: {}
    FunctionDef:
      type: object
      properties:
        description:
          type: string
          description: >-
            A description of what the function does, used by the model to choose
            when and how to call the function.
        name:
          type: string
          description: >-
            The name of the function to be called. Must be a-z, A-Z, 0-9, or
            contain underscores and dashes, with a maximum length of 64.
        parameters:
          $ref: '#/components/schemas/FunctionParameters'
          description: Parameters accepeted by this function
      required:
        - name
        - parameters
    Tool:
      type: object
      properties:
        type:
          type: string
          enum:
            - function
            - webhook
          description: >-
            Whether this tool is a `function` or a `webhook` (Only `function`
            tool supported right now)
        function:
          oneOf:
            - $ref: '#/components/schemas/FunctionDef'
          description: Function definition and parameters
        id:
          type: string
          description: Tool ID
          format: uuid
      required:
        - type
        - function
        - id
    Session:
      $schema: http:https://json-schema.org/draft-04/schema#
      type: object
      properties:
        id:
          type: string
          description: Session id (UUID)
          format: uuid
        user_id:
          type: string
          description: User ID of user associated with this session
          format: uuid
        agent_id:
          type: string
          description: Agent ID of agent associated with this session
          format: uuid
        situation:
          type: string
          description: A specific situation that sets the background for this session
        summary:
          type: string
          description: >-
            (null at the beginning) - generated automatically after every
            interaction
        created_at:
          type: string
          format: date-time
          description: Session created at (RFC-3339 format)
        updated_at:
          type: string
          format: date-time
          description: Session updated at (RFC-3339 format)
        metadata:
          type: object
          properties: {}
          description: Optional metadata
        render_templates:
          type: boolean
          description: Render system and assistant message content as jinja templates
          default: false
        token_budget:
          type: integer
          description: Threshold value for the adaptive context functionality
        context_overflow:
          type: string
          description: Action to start on context window overflow
      required:
        - id
        - agent_id
    CreateUserRequest:
      $schema: http:https://json-schema.org/draft-04/schema#
      type: object
      properties:
        name:
          type: string
          description: Name of the user
          default: User
        about:
          type: string
          description: About the user
        docs:
          type: array
          items:
            $ref: '#/components/schemas/CreateDoc'
            description: Snippet that has information about the user
          description: List of docs about user
        metadata:
          type: object
          properties: {}
          description: (Optional) metadata
      description: A valid request payload for creating a user
    CreateSessionRequest:
      $schema: http:https://json-schema.org/draft-04/schema#
      type: object
      properties:
        user_id:
          type: string
          description: (Optional) User ID of user to associate with this session
          format: uuid
        agent_id:
          type: string
          description: Agent ID of agent to associate with this session
          format: uuid
        situation:
          type: string
          description: A specific situation that sets the background for this session
        metadata:
          type: object
          properties: {}
          description: Optional metadata
        render_templates:
          type: boolean
          description: Render system and assistant message content as jinja templates
          default: false
        token_budget:
          type: integer
          description: Threshold value for the adaptive context functionality
        context_overflow:
          type: string
          description: Action to start on context window overflow
      required:
        - agent_id
      description: A valid request payload for creating a session
    CreateAgentRequest:
      $schema: http:https://json-schema.org/draft-04/schema#
      type: object
      properties:
        name:
          type: string
          description: Name of the agent
        about:
          type: string
          description: About the agent
          default: ''
        tools:
          type: array
          items:
            $ref: '#/components/schemas/CreateToolRequest'
          description: >-
            A list of tools the model may call. Currently, only `function`s are
            supported as a tool. Use this to provide a list of functions the
            model may generate JSON inputs for.
        default_settings:
          $ref: '#/components/schemas/AgentDefaultSettings'
          description: Default model settings to start every session with
        model:
          type: string
          description: Name of the model that the agent is supposed to use
          default: julep-ai/samantha-1-turbo
        docs:
          type: array
          items:
            $ref: '#/components/schemas/CreateDoc'
            description: Snippet that has information about the agent
          description: List of docs about agent
        metadata:
          type: object
          properties: {}
          description: (Optional) metadata
        instructions:
          oneOf:
            - type: string
            - type: array
              items:
                type: string
              description: List of instructions for the agent
          description: Instructions for the agent
      required:
        - name
      description: A valid request payload for creating an agent
    UpdateSessionRequest:
      $schema: http:https://json-schema.org/draft-04/schema#
      type: object
      properties:
        situation:
          type: string
          description: Updated situation for this session
        metadata:
          type: object
          properties: {}
          description: Optional metadata
        token_budget:
          type: integer
          description: Threshold value for the adaptive context functionality
        context_overflow:
          type: string
          description: Action to start on context window overflow
      description: A valid request payload for updating a session
      required:
        - situation
    UpdateAgentRequest:
      $schema: http:https://json-schema.org/draft-04/schema#
      type: object
      properties:
        about:
          type: string
          description: About the agent
        name:
          type: string
          description: Name of the agent
        model:
          type: string
          description: Name of the model that the agent is supposed to use
        default_settings:
          $ref: '#/components/schemas/AgentDefaultSettings'
          description: Default model settings to start every session with
        metadata:
          type: object
          properties: {}
          description: Optional metadata
        instructions:
          oneOf:
            - type: string
            - type: array
              items:
                type: string
              description: List of instructions for the agent
          description: Instructions for the agent
      description: A valid request payload for updating an agent
      required:
        - about
        - name
    UpdateUserRequest:
      $schema: http:https://json-schema.org/draft-04/schema#
      type: object
      properties:
        about:
          type: string
          description: About the user
        name:
          type: string
          description: Name of the user
        metadata:
          type: object
          properties: {}
          description: Optional metadata
      description: A valid request payload for updating a user
      required:
        - about
        - name
    Suggestion:
      $schema: http:https://json-schema.org/draft-04/schema#
      type: object
      properties:
        created_at:
          type: string
          description: Suggestion created at (RFC-3339 format)
          format: date-time
        target:
          type: string
          enum:
            - user
            - agent
          description: Whether the suggestion is for the `agent` or a `user`
        content:
          type: string
          description: The content of the suggestion
        message_id:
          type: string
          description: The message that produced it
          format: uuid
        session_id:
          type: string
          description: Session this suggestion belongs to
          format: uuid
      required:
        - message_id
        - target
        - content
        - session_id
    ChatMLMessage:
      $schema: http:https://json-schema.org/draft-04/schema#
      type: object
      properties:
        role:
          type: string
          enum:
            - user
            - assistant
            - system
            - function_call
            - function
          description: ChatML role (system|assistant|user|function_call|function)
        content:
          oneOf:
            - type: string
            - type: array
              items:
                oneOf:
                  - $ref: '#/components/schemas/ChatMLTextContentPart'
                  - $ref: '#/components/schemas/ChatMLImageContentPart'
          description: ChatML content
        name:
          type: string
          description: ChatML name
        created_at:
          type: string
          format: date-time
          description: Message created at (RFC-3339 format)
        id:
          type: string
          description: Message ID
          format: uuid
      required:
        - id
        - created_at
        - content
        - role
    InputChatMLMessage:
      $schema: http:https://json-schema.org/draft-04/schema#
      type: object
      properties:
        role:
          type: string
          enum:
            - user
            - assistant
            - system
            - function_call
            - function
            - auto
          description: ChatML role (system|assistant|user|function_call|function|auto)
        content:
          oneOf:
            - type: string
            - type: array
              items:
                oneOf:
                  - $ref: '#/components/schemas/ChatMLTextContentPart'
                  - $ref: '#/components/schemas/ChatMLImageContentPart'
          description: ChatML content
        name:
          type: string
          description: ChatML name
        continue:
          type: boolean
          default: false
          description: Whether to continue this message or return a new one
      required:
        - content
        - role
    ChatInputData:
      type: object
      properties:
        messages:
          description: A list of new input messages comprising the conversation so far.
          type: array
          minItems: 1
          items:
            $ref: '#/components/schemas/InputChatMLMessage'
        tools:
          type: array
          nullable: true
          description: >-
            (Advanced) List of tools that are provided in addition to agent's
            default set of tools. Functions of same name in agent set are
            overriden
          items:
            $ref: '#/components/schemas/Tool'
        tool_choice:
          nullable: true
          oneOf:
            - $ref: '#/components/schemas/ToolChoiceOption'
            - $ref: '#/components/schemas/NamedToolChoice'
          description: >-
            Can be one of existing tools given to the agent earlier or the ones
            included in the request
      required:
        - messages
    NamedToolChoice:
      type: object
      description: >-
        Specifies a tool the model should use. Use to force the model to call a
        specific function.
      properties:
        type:
          type: string
          enum:
            - function
          description: The type of the tool. Currently, only `function` is supported.
        function:
          type: object
          properties:
            name:
              type: string
              description: The name of the function to call.
          required:
            - name
      required:
        - type
        - function
    ToolChoiceOption:
      description: >
        Controls which (if any) function is called by the model.

        `none` means the model will not call a function and instead generates a
        message.

        `auto` means the model can pick between generating a message or calling
        a function.

        Specifying a particular function via `{"type: "function", "function":
        {"name": "my_function"}}` forces the model to call that function.


        `none` is the default when no functions are present. `auto` is the
        default if functions are present.
      oneOf:
        - type: string
          description: >
            `none` means the model will not call a function and instead
            generates a message. `auto` means the model can pick between
            generating a message or calling a function.
          enum:
            - none
            - auto
        - $ref: '#/components/schemas/NamedToolChoice'
      type: string
    FunctionCallOption:
      type: object
      description: >
        Specifying a particular function via `{"name": "my_function"}` forces
        the model to call that function.
      properties:
        name:
          type: string
          description: The name of the function to call.
      required:
        - name
    CompletionUsage:
      type: object
      description: Usage statistics for the completion request.
      properties:
        completion_tokens:
          type: integer
          description: Number of tokens in the generated completion.
        prompt_tokens:
          type: integer
          description: Number of tokens in the prompt.
        total_tokens:
          type: integer
          description: Total number of tokens used in the request (prompt + completion).
      required:
        - prompt_tokens
        - completion_tokens
        - total_tokens
    ChatResponse:
      type: object
      description: >-
        Represents a chat completion response returned by model, based on the
        provided input.
      properties:
        id:
          type: string
          description: A unique identifier for the chat completion.
          format: uuid
        finish_reason:
          type: string
          description: >-
            The reason the model stopped generating tokens. This will be `stop`
            if the model hit a natural stop point or a provided stop sequence,
            `length` if the maximum number of tokens specified in the request
            was reached, `content_filter` if content was omitted due to a flag
            from our content filters, `tool_calls` if the model called a tool,
            or `function_call` (deprecated) if the model called a function.
          enum:
            - stop
            - length
            - tool_calls
            - content_filter
            - function_call
        response:
          type: array
          description: A list of chat completion messages produced as a response.
          items:
            type: array
            properties:
              items:
                $ref: '#/components/schemas/ChatMLMessage'
            items:
              $ref: '#/components/schemas/ChatMLMessage'
        usage:
          $ref: '#/components/schemas/CompletionUsage'
        jobs:
          type: array
          items:
            type: string
            format: uuid
          uniqueItems: true
          description: IDs (if any) of jobs created as part of this request
        doc_ids:
          $ref: '#/components/schemas/DocIds'
      required:
        - usage
        - response
        - finish_reason
        - id
        - doc_ids
    Memory:
      $schema: http:https://json-schema.org/draft-04/schema#
      type: object
      properties:
        agent_id:
          type: string
          format: uuid
          description: ID of the agent
        user_id:
          type: string
          format: uuid
          description: ID of the user
        content:
          type: string
          description: Content of the memory
        created_at:
          type: string
          format: date-time
          description: Memory created at (RFC-3339 format)
        last_accessed_at:
          type: string
          format: date-time
          description: Memory last accessed at (RFC-3339 format)
        timestamp:
          type: string
          description: Memory happened at (RFC-3339 format)
          format: date-time
        sentiment:
          type: number
          default: 0
          minimum: -1
          maximum: 1
          description: Sentiment (valence) of the memory on a scale of -1 to 1
        id:
          type: string
          description: Memory id (UUID)
          format: uuid
        entities:
          type: array
          items:
            type: object
            properties: {}
          description: List of entities mentioned in the memory
      required:
        - type
        - content
        - created_at
        - id
        - agent_id
        - user_id
        - entities
    ChatSettings:
      type: object
      properties:
        frequency_penalty:
          type: number
          default: 0
          minimum: -1
          maximum: 1
          nullable: true
          description: >-
            (OpenAI-like) Number between -2.0 and 2.0. Positive values penalize
            new tokens based on their existing frequency in the text so far,
            decreasing the model's likelihood to repeat the same line verbatim.
        length_penalty:
          type: number
          default: 1
          minimum: 0
          maximum: 2
          nullable: true
          description: >-
            (Huggingface-like) Number between 0 and 2.0. 1.0 is neutral and
            values larger than that penalize number of tokens generated. 
        logit_bias:
          type: object
          default: null
          nullable: true
          additionalProperties:
            type: integer
          description: >
            Modify the likelihood of specified tokens appearing in the
            completion.


            Accepts a JSON object that maps tokens (specified by their token ID
            in the tokenizer) to an associated bias value from -100 to 100.
            Mathematically, the bias is added to the logits generated by the
            model prior to sampling. The exact effect will vary per model, but
            values between -1 and 1 should decrease or increase likelihood of
            selection; values like -100 or 100 should result in a ban or
            exclusive selection of the relevant token.
          properties: {}
        max_tokens:
          description: >
            The maximum number of tokens to generate in the chat completion.


            The total length of input tokens and generated tokens is limited by
            the model's context length.
          type: integer
          nullable: true
          default: 200
          minimum: 1
          maximum: 16384
        presence_penalty:
          type: number
          default: 0
          minimum: -1
          maximum: 1
          nullable: true
          description: >-
            (OpenAI-like) Number between -2.0 and 2.0. Positive values penalize
            new tokens based on their existing frequency in the text so far,
            decreasing the model's likelihood to repeat the same line verbatim.
        repetition_penalty:
          type: number
          default: 1
          minimum: 0
          maximum: 2
          nullable: true
          description: >-
            (Huggingface-like) Number between 0 and 2.0. 1.0 is neutral and
            values larger than that penalize new tokens based on their existing
            frequency in the text so far, decreasing the model's likelihood to
            repeat the same line verbatim.
        response_format:
          type: object
          description: >
            An object specifying the format that the model must output.


            Setting to `{ "type": "json_object" }` enables JSON mode, which
            guarantees the message the model generates is valid JSON.


            **Important:** when using JSON mode, you **must** also instruct the
            model to produce JSON yourself via a system or user message. Without
            this, the model may generate an unending stream of whitespace until
            the generation reaches the token limit, resulting in a long-running
            and seemingly "stuck" request. Also note that the message content
            may be partially cut off if `finish_reason="length"`, which
            indicates the generation exceeded `max_tokens` or the conversation
            exceeded the max context length.
          properties:
            type:
              type: string
              enum:
                - text
                - json_object
                - regex
              example: json_object
              default: text
              description: Must be one of `"text"`, `"regex"` or `"json_object"`.
            pattern:
              type: string
              description: Regular expression pattern to use if `type` is `"regex"`
            schema:
              type: object
              properties: {}
              default: {}
              description: JSON Schema to use if `type` is `"json_object"`
        seed:
          type: integer
          minimum: -1
          maximum: 9999
          nullable: true
          description: >
            This feature is in Beta.

            If specified, our system will make a best effort to sample
            deterministically, such that repeated requests with the same `seed`
            and parameters should return the same result.

            Determinism is not guaranteed, and you should refer to the
            `system_fingerprint` response parameter to monitor changes in the
            backend.
        stop:
          description: |
            Up to 4 sequences where the API will stop generating further tokens.
          default: null
          oneOf:
            - type: string
              nullable: true
            - type: array
              minItems: 1
              maxItems: 4
              items:
                type: string
        stream:
          description: >
            If set, partial message deltas will be sent, like in ChatGPT. Tokens
            will be sent as data-only [server-sent
            events](https://developer.mozilla.org/en-US/docs/Web/API/Server-sent_events/Using_server-sent_events#Event_stream_format)
            as they become available, with the stream terminated by a `data:
            [DONE]` message. [Example Python
            code](https://cookbook.openai.com/examples/how_to_stream_completions).
          type: boolean
          nullable: true
          default: false
        temperature:
          type: number
          minimum: 0
          maximum: 2
          default: 0.75
          example: 0.75
          nullable: true
          description: >-
            What sampling temperature to use, between 0 and 2. Higher values
            like 0.8 will make the output more random, while lower values like
            0.2 will make it more focused and deterministic.
        top_p:
          type: number
          minimum: 0
          maximum: 1
          default: 1
          example: 1
          nullable: true
          description: >-
            Defaults to 1 An alternative to sampling with temperature, called
            nucleus sampling, where the model considers the results of the
            tokens with top_p probability mass. So 0.1 means only the tokens
            comprising the top 10% probability mass are considered.  We
            generally recommend altering this or temperature but not both.
          exclusiveMinimum: true
        min_p:
          type: number
          description: Minimum probability compared to leading token to be considered
          exclusiveMaximum: true
          maximum: 1
          exclusiveMinimum: false
          minimum: 0
          example: 0.01
          default: 0.01
        preset:
          type: string
          description: >-
            Generation preset name
            (problem_solving|conversational|fun|prose|creative|business|deterministic|code|multilingual)
          enum:
            - problem_solving
            - conversational
            - fun
            - prose
            - creative
            - business
            - deterministic
            - code
            - multilingual
    AgentDefaultSettings:
      type: object
      properties:
        frequency_penalty:
          type: number
          default: 0
          minimum: -2
          maximum: 2
          nullable: true
          description: >-
            (OpenAI-like) Number between -2.0 and 2.0. Positive values penalize
            new tokens based on their existing frequency in the text so far,
            decreasing the model's likelihood to repeat the same line verbatim.
        length_penalty:
          type: number
          default: 1
          minimum: 0
          maximum: 2
          nullable: true
          description: >-
            (Huggingface-like) Number between 0 and 2.0. 1.0 is neutral and
            values larger than that penalize number of tokens generated. 
        presence_penalty:
          type: number
          default: 0
          minimum: -1
          maximum: 1
          nullable: true
          description: >-
            (OpenAI-like) Number between -2.0 and 2.0. Positive values penalize
            new tokens based on their existing frequency in the text so far,
            decreasing the model's likelihood to repeat the same line verbatim.
        repetition_penalty:
          type: number
          default: 1
          minimum: 0
          maximum: 2
          nullable: true
          description: >-
            (Huggingface-like) Number between 0 and 2.0. 1.0 is neutral and
            values larger than that penalize new tokens based on their existing
            frequency in the text so far, decreasing the model's likelihood to
            repeat the same line verbatim.
        temperature:
          type: number
          minimum: 0
          maximum: 3
          default: 0.75
          example: 0.75
          nullable: true
          description: >-
            What sampling temperature to use, between 0 and 2. Higher values
            like 0.8 will make the output more random, while lower values like
            0.2 will make it more focused and deterministic.
        top_p:
          type: number
          minimum: 0
          maximum: 1
          default: 1
          example: 1
          nullable: true
          description: >-
            Defaults to 1 An alternative to sampling with temperature, called
            nucleus sampling, where the model considers the results of the
            tokens with top_p probability mass. So 0.1 means only the tokens
            comprising the top 10% probability mass are considered.  We
            generally recommend altering this or temperature but not both.
        min_p:
          type: number
          description: Minimum probability compared to leading token to be considered
          exclusiveMaximum: true
          maximum: 1
          exclusiveMinimum: false
          minimum: 0
          example: 0.01
          default: 0.01
        preset:
          type: string
          description: >-
            Generation preset name (one of: problem_solving, conversational,
            fun, prose, creative, business, deterministic, code, multilingual)
          enum:
            - problem_solving
            - conversational
            - fun
            - prose
            - creative
            - business
            - deterministic
            - code
            - multilingual
    ChatInput:
      allOf:
        - $ref: '#/components/schemas/ChatInputData'
        - $ref: '#/components/schemas/ChatSettings'
        - $ref: '#/components/schemas/MemoryAccessOptions'
    Doc:
      type: object
      properties:
        title:
          type: string
          description: Title describing what this bit of information contains
        content:
          oneOf:
            - type: array
              description: List of document chunks
              items:
                type: string
                minItems: 1
            - type: string
              description: A single document chunk
          description: Information content
        id:
          type: string
          description: ID of doc
          format: uuid
        created_at:
          type: string
          description: Doc created at
          format: date-time
        metadata:
          type: object
          properties: {}
          description: optional metadata
      required:
        - title
        - content
        - id
        - created_at
    CreateDoc:
      type: object
      properties:
        title:
          type: string
          description: Title describing what this bit of information contains
        content:
          oneOf:
            - type: array
              description: List of document chunks
              items:
                type: string
                minItems: 1
            - type: string
              description: A single document chunk
          description: Information content
        metadata:
          type: object
          properties: {}
          description: Optional metadata
      required:
        - title
        - content
        - field_0
    MemoryAccessOptions:
      type: object
      properties:
        recall:
          type: boolean
          description: Whether previous memories should be recalled or not
          default: true
        record:
          type: boolean
          description: Whether this interaction should be recorded in history or not
          default: true
        remember:
          type: boolean
          description: Whether this interaction should form memories or not
          default: true
    CreateToolRequest:
      type: object
      properties:
        type:
          type: string
          enum:
            - function
            - webhook
          description: >-
            Whether this tool is a `function` or a `webhook` (Only `function`
            tool supported right now)
        function:
          oneOf:
            - $ref: '#/components/schemas/FunctionDef'
          description: Function definition and parameters
      required:
        - type
        - function
    UpdateToolRequest:
      type: object
      properties:
        function:
          $ref: '#/components/schemas/FunctionDef'
          description: Function definition and parameters
      required:
        - function
    ResourceCreatedResponse:
      type: object
      properties:
        id:
          type: string
          format: uuid
        created_at:
          type: string
          format: date-time
        jobs:
          type: array
          items:
            type: string
            format: uuid
          uniqueItems: true
          description: IDs (if any) of jobs created as part of this request
      required:
        - id
        - created_at
    ResourceUpdatedResponse:
      type: object
      properties:
        id:
          type: string
          format: uuid
        updated_at:
          type: string
          format: date-time
        jobs:
          type: array
          items:
            type: string
            format: uuid
          description: IDs (if any) of jobs created as part of this request
          uniqueItems: true
      required:
        - id
        - updated_at
    ResourceDeletedResponse:
      type: object
      properties:
        id:
          type: string
          format: uuid
        deleted_at:
          type: string
          format: date-time
        jobs:
          type: array
          items:
            type: string
            format: uuid
          description: IDs (if any) of jobs created as part of this request
          uniqueItems: true
      required:
        - id
        - deleted_at
    JobStatus:
      $schema: http:https://json-schema.org/draft-04/schema#
      type: object
      properties:
        name:
          type: string
          description: Name of the job
        reason:
          type: string
          description: Reason for current state
        created_at:
          type: string
          format: date-time
          description: Job created at (RFC-3339 format)
        updated_at:
          type: string
          format: date-time
          description: Job updated at (RFC-3339 format)
        id:
          type: string
          description: Job id (UUID)
          format: uuid
        has_progress:
          type: boolean
          default: false
          description: Whether this Job supports progress updates
        progress:
          type: number
          description: Progress percentage
          default: 0
          minimum: 0
          maximum: 100
        state:
          type: string
          description: >-
            Current state (one of: pending, in_progress, retrying, succeeded,
            aborted, failed)
          enum:
            - pending
            - in_progress
            - retrying
            - succeeded
            - aborted
            - failed
            - unknown
      required:
        - id
        - name
        - created_at
        - state
    PatchUserRequest:
      $schema: http:https://json-schema.org/draft-04/schema#
      type: object
      properties:
        about:
          type: string
          description: About the user
        name:
          type: string
          description: Name of the user
        metadata:
          type: object
          properties: {}
          description: Optional metadata
      description: A request for patching a user
    PatchAgentRequest:
      $schema: http:https://json-schema.org/draft-04/schema#
      type: object
      properties:
        about:
          type: string
          description: About the agent
        name:
          type: string
          description: Name of the agent
        model:
          type: string
          description: Name of the model that the agent is supposed to use
        default_settings:
          $ref: '#/components/schemas/AgentDefaultSettings'
          description: Default model settings to start every session with
        metadata:
          type: object
          properties: {}
          description: Optional metadata
        instructions:
          oneOf:
            - type: string
            - type: array
              items:
                type: string
              description: List of instructions for the agent
          description: Instructions for the agent
      description: A request for patching an agent
    PatchSessionRequest:
      $schema: http:https://json-schema.org/draft-04/schema#
      type: object
      properties:
        situation:
          type: string
          description: Updated situation for this session
        metadata:
          type: object
          properties: {}
          description: Optional metadata
        token_budget:
          type: integer
          description: Threshold value for the adaptive context functionality
        context_overflow:
          type: string
          description: Action to start on context window overflow
      description: A request for patching a session
    PatchToolRequest:
      type: object
      properties:
        function:
          $ref: '#/components/schemas/PartialFunctionDef'
          description: Function definition and parameters
      required:
        - function
    PartialFunctionDef:
      type: object
      properties:
        description:
          type: string
          description: >-
            A description of what the function does, used by the model to choose
            when and how to call the function.
        name:
          type: string
          description: >-
            The name of the function to be called. Must be a-z, A-Z, 0-9, or
            contain underscores and dashes, with a maximum length of 64.
        parameters:
          $ref: '#/components/schemas/FunctionParameters'
          description: Parameters accepeted by this function
    DocIds:
      type: object
      properties:
        agent_doc_ids:
          type: array
          items:
            type: string
        user_doc_ids:
          type: array
          items:
            type: string
      required:
        - agent_doc_ids
        - user_doc_ids
    ChatMLTextContentPart:
      type: object
      properties:
        type:
          type: string
          description: Fixed to 'text'
          default: text
          pattern: ''
          enum:
            - text
        text:
          type: string
          description: Text content part
      required:
        - type
        - text
    ChatMLImageContentPart:
      type: object
      properties:
        type:
          type: string
          description: Fixed to 'image_url'
          default: image_url
          pattern: ''
          enum:
            - image_url
        image_url:
          type: object
          properties:
            url:
              type: string
              description: >-
                URL or base64 data url (e.g. `data:image/jpeg;base64,<the base64
                encoded image>`)
            detail:
              type: string
              description: image detail to feed into the model can be low | high | auto
              default: auto
              pattern: ''
              enum:
                - low
                - high
                - auto
          description: Image content part, can be a URL or a base64-encoded image
          required:
            - url
      required:
        - type
        - image_url
  securitySchemes:
    api-key:
      type: apiKey
      scheme: basic
      description: API Key Authentication
      name: Authorization
      in: header
  parameters:
    session_id:
      in: path
      required: false
      description: ''
      schema:
        type: string
        format: uuid
    user_id:
      in: path
      required: false
      description: ''
      schema:
        type: string
        format: uuid
    agent_id:
      in: path
      required: false
      description: ''
      schema:
        type: string
        format: uuid
    message_id:
      in: path
      required: false
      description: ''
      schema:
        type: string
        format: uuid
    doc_id:
      in: path
      required: false
      description: ''
      schema:
        type: string
        format: uuid
    memory_id:
      in: path
      required: false
      description: ''
      schema:
        type: string
        format: uuid
    tool_id:
      in: path
      required: false
      description: ''
      schema:
        type: string
        format: uuid
    job_id:
      in: path
      required: false
      description: ''
      schema:
        type: string
        format: uuid
  requestBodies: {}
security:
  - api-key: []