"""
llm_agents – LLM-powered AI agents via litellm
================================================
Implements the agent concepts from AIMA using LLMs (via litellm) as the
reasoning engine.  Any model supported by litellm works: OpenAI, Anthropic,
Gemini, Mistral, local Ollama, etc.

Modules
-------
base_agent      – BaseAgent: litellm chat loop, message history, tool dispatch
react_agent     – ReAct (Reason + Act): tool-calling reasoning agent
planning_agent  – LLM planner that emits STRIPS/HTN task networks
logic_agent     – LLM + KB hybrid for logical reasoning
rl_agent        – LLM as policy network in a gymnasium environment
multi_agent     – Orchestrator for multi-agent conversations
"""
