LLM Agents Demystified

LightRAG provides an easy-to-implement solution for building autonomous agents capable of reasoning, planning, and acting. The ReAct Agent paradigm involves sequential steps of thought, action, and observation to solve user queries. The ReAct Agent class orchestrates a planner for generating responses and a ToolManager for managing tools, including LLM fallback options. Customization options are available, such as modifying templates and providing examples to ensure correct output format.