User Guide¶

This guide covers the core concepts and features of Reactive Agents.

Core Concepts¶

Building Agents - The builder pattern and agent lifecycle
Custom Tools - Creating tools for your agents
Reasoning Strategies - How agents think and decide
Event System - Monitor and react to agent execution
MCP Integration - Using Model Context Protocol tools

Architecture Overview¶

ReactiveAgentBuilder
        │
        ▼
    ReactiveAgent
        │
        ├── AgentContext (state & configuration)
        │
        ├── ReasoningEngine (LLM interaction)
        │
        ├── ExecutionEngine (task execution)
        │
        ├── ToolManager (tool orchestration)
        │
        └── EventBus (event dispatching)

Key Components¶

ReactiveAgentBuilder¶

The entry point for creating agents. Uses a fluent builder pattern for configuration.

ReactiveAgent¶

The main agent class that orchestrates execution. Manages the reasoning loop and tool execution.

ExecutionEngine¶

Handles the execution loop, strategy selection, and state management.

ToolManager¶

Manages tool registration, execution, and result handling.

AgentContext¶

Holds agent state, configuration, and shared resources.