# 第十四章 AI 智能体与多智能体系统

> 从“陪你聊天”到“帮你干活”，从独奏到交响乐

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AI 正在从聊天机器人进化为智能体（Agent）——不仅能“说”，还能“做”。智能体能感知环境、规划步骤、使用工具，最终完成复杂的自动化任务。

更进一步，当多个智能体协作时，它们就像一支 AI 团队：分析师负责框架、研究员负责数据、批评家负责质疑、评估者负责可行性。多重视角可能减少遗漏，但是否优于单体 AI，仍要看任务是否适合拆解以及评测结果。

本章将从单个智能体的原理讲起，一直到多智能体协作系统的架构设计。

## 本章内容

**Part A：智能体基础**

* [**14.1 什么是智能体**](/ai_beginner_guide/di-si-bu-fen-jin-jie-yu-zhan-wang/14_agents/14.1_what_is_agent.md)：理解感知、规划、行动
* [**14.2 智能体是如何工作的**](/ai_beginner_guide/di-si-bu-fen-jin-jie-yu-zhan-wang/14_agents/14.2_planning_action.md)：拆解 AI 思考与执行、协议与工程保障
* [**14.3 低代码智能体开发平台**](/ai_beginner_guide/di-si-bu-fen-jin-jie-yu-zhan-wang/14_agents/14.3_no_code_platform.md)：Coze、Dify 实战入门与选型标准

**Part B：多智能体协作**

* [**14.4 多智能体协作系统**](/ai_beginner_guide/di-si-bu-fen-jin-jie-yu-zhan-wang/14_agents/14.4_multi_agent_systems.md)：从独奏到交响乐，协作模式、架构与实战

> 💡 **延伸阅读**：如需深入学习智能体技术，请参阅[《智能体 AI 权威指南》](https://yeasy.gitbook.io/agentic_ai_guide)和[《OpenClaw 从入门到精通》](https://yeasy.gitbook.io/openclaw_guide)。


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