llm_agent
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Project version
v0.2.0
v0.1.1
v0.1.0
v0.0.1
Pages
Modules
API Reference
Modules
LLMAgent
Features
Installation
Quick Start
Core Components
LLM Providers
Domain-Specific Agents
Additional Documentation
Examples
Contributing
License
Changelog
[Unreleased]
[0.2.0] - 2025-03-30
[0.1.1] - 2025-03-29
[0.1.0] - 2025-03-28
Contributing to LLMAgent
Code of Conduct
Getting Started
Development Workflow
Submitting Changes
Types of Contributions
Architectural Guidelines
Release Process
Getting Help
Code of Conduct
Our Pledge
Our Standards
Our Responsibilities
Scope
Enforcement
Attribution
LICENSE
Guides
LLMAgent Architecture
Core Principles
System Architecture
Signal Flow
Component Diagram
Dynamic Workflow Orchestration
Extension Points
Design Decisions
Next Steps
Creating Custom Agents
Domain-Specific Agents
Extending Base Flows
Custom Handlers
Custom Signal Types
Custom State Management
Composing Custom Flows
Best Practices
Real-World Examples
Next Steps
Dynamic Workflow Orchestration
Key Concepts
Implementation Patterns
Example: Investment Portfolio Assistant
Applications Across Domains
Benefits and Best Practices
Conclusion
Getting Started with LLMAgent
Installation
Configuration
Creating Your First Agent
Adding Tools
Next Steps
Tool Integration
Tool Architecture
Defining Tools
Registering Tools
Tool Handler Mechanism
Tool Result Processing
Example Tools
Best Practices
Next Steps
LLMAgent.Application
Core
LLMAgent
Sections
Key Features
Usage Example
Summary
Functions
new/3
process/4
version/0
LLMAgent.Flows
Summary
Functions
batch_processing/3
conversation/3
map_flow/2
qa_agent/2
task_flow/2
tool_agent/3
with_middleware/2
LLMAgent.Handlers
Summary
Functions
error_handler/2
message_handler/2
response_handler/2
task_handler/2
thinking_handler/2
tool_handler/2
tool_result_handler/2
LLMAgent.Signals
Sections
Signal Types
Summary
Functions
error/3
response/2
system_message/2
task_state/3
thinking/3
tool_call/3
tool_result/3
user_message/2
LLMAgent.Store
Summary
Functions
add_error/2
add_function_result/3
add_message/3
add_task/2
add_thought/2
add_tool_call/4
delete/2
get/2
get_llm_history/2
get_preference/3
get_preferences/1
get_thoughts/1
new/2
optimize/2
prune_thoughts/2
put/3
set_preferences/2
start_link/1
trim_history/2
update_task_state/3
LLM Providers
LLMAgent.Providers.Anthropic
Summary
Functions
completion/1
embedding/1
LLMAgent.Providers.OpenAI
Summary
Functions
completion/1
embedding/1
Plugins
LLMAgent.Plugin
Summary
Functions
call_llm/1
init/1
metadata/0
parse_llm_response/1
register_primitives/0
register_tools/1
Tasks
LLMAgent.Tasks
Summary
Functions
cancel/1
get_stats/1
pause/1
resume/1
start/4
Search documentation of llm_agent
Settings
LLMAgent.Application
(llm_agent v0.2.0)
View Source
The LLMAgent Application module. Starts the supervisor tree and manages the application lifecycle.