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llmling-agent

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Getting Started
Core Concepts
YAML Configuration
Examples
Advanced Features
API
CLI

llmling-agent

Getting Started
Getting Started
Core Concepts
Core Concepts
YAML Configuration
YAML Configuration
Examples
Examples
Advanced Features
Advanced Features
API
API
- Agent
- AgentConfig
- AgentContext
- AgentPool
- AgentsManifest
- AudioBase64Content
- AudioURLContent
- BaseTeam
- Capabilities
- ChatMessage
- ImageBase64Content
- ImageURLContent
- MessageNode
- PDFBase64Content
- PDFURLContent
- StructuredAgent
- Team
- TeamRun
- Tool
- ToolCallInfo
- VideoURLContent
- __main__
  __main__
- agent
  agent
  - agent
    
    agent
  - architect
    
    architect
  - context
    
    context
  - conversation
    
    conversation
  - interactions
    
    interactions
  - process_manager
    
    process_manager
  - structured
    
    structured
  - sys_prompts
    
    sys_prompts
- base_provider
  base_provider
- common_types
  common_types
- config
  config
  - capabilities
    
    capabilities
- config_resources
  config_resources
- delegation
  delegation
  - base_team
    
    base_team
  - message_flow_tracker
    
    message_flow_tracker
  - pool
    
    pool
  - structured_team
    
    structured_team
  - team
    
    team
  - teamrun
    
    teamrun
- log
  log
- mcp_server
  mcp_server
  - client
    
    client
  - manager
    
    manager
  - progress
    
    progress
  - registry
    
    registry
- messaging
  messaging
  - connection_manager
    
    connection_manager
  - context
    
    context
  - event_manager
    
    event_manager
  - eventnode
    
    eventnode
  - events
    
    events
  - message_container
    
    message_container
  - messageemitter
    
    messageemitter
  - messagenode
    
    messagenode
  - messages
    
    messages
  - node_logger
    
    node_logger
- models
  models
  - agents
    
    agents
  - content
    
    content
  - manifest
    
    manifest
- observability
  observability
  - decorators
    
    decorators
  - observability_registry
    
    observability_registry
- prompts
  prompts
  - base
    
    base
  - builtin_provider
    
    builtin_provider
  - conversion_manager
    
    conversion_manager
  - convert
    
    convert
  - manager
    
    manager
- resource_providers
  resource_providers
  - aggregating
    
    aggregating
  - base
    
    base
  - callable_provider
    
    callable_provider
  - capability_provider
    
    capability_provider
  - codemode_provider
    
    codemode_provider
  - pool
    
    pool
  - runtime
    
    runtime
  - static
    
    static
- resource_registry
  resource_registry
- server
  server
- splitter
  splitter
- storage
  storage
- talk
  talk
  - talk
    
    talk
  - registry
    
    registry
  - stats
    
    stats
- tasks
  tasks
  - exceptions
    
    exceptions
  - registry
    
    registry
- tools
  tools
  - base
    
    base
  - exceptions
    
    exceptions
  - manager
    
    manager
  - tool_call_info
    
    tool_call_info
- utils
  utils
  - count_tokens
    
    count_tokens
  - inspection
    
    inspection
  - now
    
    now
  - parse_time
    
    parse_time
  - result_utils
    
    result_utils
  - tasks
    
    tasks
CLI
CLI
- add
- run
- list
- set
- chat
- quickstart
- task
- watch
- history
- launch
- web

Table of contents

Class info
- 🛈 DocStrings

progress

Class info¶

🛈 DocStrings¶

Progress notification handler type for MCP to external system bridging.

Copyright © 2025 Philipp Temminghoff

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