本项目是《AI Agents in Action》第二版的中文译本，是一本智能体系统构建与应用的实战指南——目标不止于打造自主实体，更在于开发能够切实应对并解决现实问题的智能体。 全书从大语言模型（LLM）的基础应用出发，逐步深入到智能助手、多智能体系统与自主智能体的构建，系统讲解智能体系统的关键组成部分：角色、工具与行动、知识与记忆、检索与增强、推理与规划、评估与反馈。第二版将五个功能层作为组织原则，并新增 MCP 协议、测试驱动的 智能体开发（TDAD）、智能体循环、认知与元认知等前沿主题，帮助开发者构建生产级智能体系统。
☆150Jul 28, 2026Updated last week
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