> For the complete documentation index, see [llms.txt](https://yeasy.gitbook.io/agentic_ai_guide/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou.md).

# 第一部分：单体智能架构

- [第一章 智能体范式革命](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/01_paradigm.md)
- [1.1 从大模型到智能体](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/01_paradigm/1.1_shift.md)
- [1.2 智能体理论基础](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/01_paradigm/1.2_theory.md)
- [1.3 核心组件：大脑、感知、行动与记忆](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/01_paradigm/1.3_components.md)
- [1.4 智能体的认知层级](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/01_paradigm/1.4_cognitive_levels.md)
- [1.5 智能体工作流](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/01_paradigm/1.5_agentic_workflow.md)
- [本章小结](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/01_paradigm/summary.md)
- [第二章 推理、规划与提示词工程](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/02_reasoning.md)
- [2.1 思维链与线性推理](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/02_reasoning/2.1_cot.md)
- [2.2 任务分解与规划算法](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/02_reasoning/2.2_decomposition.md)
- [2.3 ReAct：推理与行动的统一](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/02_reasoning/2.3_react.md)
- [2.4 反思与自我修正](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/02_reasoning/2.4_reflexion.md)
- [2.5 智能体提示词工程](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/02_reasoning/2.5_prompt_engineering.md)
- [本章小结](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/02_reasoning/summary.md)
- [第三章 记忆系统与上下文工程](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/03_memory.md)
- [3.1 记忆的认知模型](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/03_memory/3.1_memory_models.md)
- [3.2 短期记忆管理](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/03_memory/3.2_short_term_memory.md)
- [3.3 长期记忆与向量数据库](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/03_memory/3.3_vector_databases.md)
- [3.4 智能体中的 RAG 系统设计](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/03_memory/3.4_rag_advanced.md)
- [3.5 图记忆与知识图谱](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/03_memory/3.5_graph_memory.md)
- [3.6 上下文工程](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/03_memory/3.6_context_engineering.md)
- [本章小结](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/03_memory/summary.md)
- [第四章 工具使用与环境交互](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/04_tools.md)
- [4.1 工具使用概述与分类](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/04_tools/4.1_overview.md)
- [4.2 工具使用机制](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/04_tools/4.2_tool_use.md)
- [4.3 工具连接协议：模型上下文与工具服务](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/04_tools/4.3_mcp.md)
- [4.4 智能体技能：能力扩展规范](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/04_tools/4.4_skills.md)
- [4.5 浏览器自动化与计算机操作](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/04_tools/4.5_browser.md)
- [4.6 多模态能力](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/04_tools/4.6_multimodal.md)
- [4.7 智能体交互体验：人机交互接口](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/04_tools/4.7_agentic_ux.md)
- [本章小结](https://yeasy.gitbook.io/agentic_ai_guide/di-yi-bu-fen-dan-ti-zhi-neng-jia-gou/04_tools/summary.md)