智能体的学习笔记：以 LLM 为大脑，围绕规划、工具调用、记忆与反思四个模块展开，以及多智能体协作与评测。 Notes on agents: an LLM as the brain, organised around planning, tool use, memory and reflection — plus multi-agent collaboration and evaluation.
规划 · 工具 · 记忆 · 多智能体Planning · Tools · Memory · Multi-Agent
Agent 核心组成 · ReAct 与规划 · 工具调用 · 短期与长期记忆 · 反思与自我纠错 · 多智能体协作 · 评测与失败模式 What an LLM agent is · ReAct and planning · Tool use · Short- and long-term memory · Reflection and self-correction · Multi-agent collaboration · Evaluation and failure modes
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