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llmling-agent
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GitHub
Getting Started
Core Concepts
YAML Configuration
Examples
Advanced Features
API
CLI
llmling-agent
GitHub
Getting Started
Getting Started
Installation
Basic Concepts
Quickstart
Creating Agents
Dependencies
Core Concepts
Core Concepts
Basic Agent
Structured Agent
Tools and Tool Management
Agent Pool
Team
TeamRun
Run interface
Talk & TeamTalk
Routing
Tasks
Events
Storage System
Knowledge System
Capabilities
Agent Context
Conversation Manager
Signal System
Messages and Responses
MCP Servers
YAML Configuration
YAML Configuration
Manifest Overview
Provider Configuration
Model Configuration
Team Configuration
Capabilities
Worker Configuration
Tool Configuration
Toolset Configuration
Response Types
Knowledge Sources
Connections & Message Forwarding
Conditions
System prompts / Prompt library
Storage Configuration
Event Configuration
MCP Server Setup
Session Configuration
Task Configuration
Environment Setup
Inheritance
Examples
Examples
Create Docs
CrewAI-Style Flow
Download Agents
Download workers
Human Interaction
MCP Servers (YAML)
Model Comparison
Expert Selection
PyTest-Style Functions
Round-Robin Communication
Structured Responses
Structured Validation
MkDocs Integration & Docs generation
Advanced Features
Advanced Features
Async Operations
Callables as Agents
System Prompts
Data Extraction
Decision Making
Generic Typing
Injection
Models & Providers
Prompts
Syntactic Sugar
Task Monitoring
Agent state
Document conversion
Passing data to the agent
API
API
Agent
AgentConfig
AgentContext
AgentPool
AgentsManifest
AudioBase64Content
AudioURLContent
BaseTeam
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
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
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
pool
pool
runtime
runtime
static
static
resource_registry
resource_registry
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
__main__
Class info
¶
🛈 DocStrings
¶
CLI interface for LLMling agents.
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