# 智能体AI 权威指南 | Agentic AI Guide

## Docs

- [智能体 AI 权威指南](https://yeasy.gitbook.io/agentic_ai_guide/readme.md)
- [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)
- [第五章 多智能体协作模式](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/05_collaboration.md)
- [5.1 协作架构：层级、扁平与动态](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/05_collaboration/5.1_architectures.md)
- [5.2 角色分工与 SOP 流程编排](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/05_collaboration/5.2_roles_sop.md)
- [5.3 动态组队与自适应编排](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/05_collaboration/5.3_dynamic_teaming.md)
- [5.4 人机协作](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/05_collaboration/5.4_hitl.md)
- [本章小结](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/05_collaboration/summary.md)
- [第六章 通信与社会模拟](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/06_communication.md)
- [6.1 智能体间通信协议设计](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/06_communication/6.1_protocols.md)
- [6.2 生成式社会模拟：斯坦福小镇解析](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/06_communication/6.2_social_simulation.md)
- [6.3 博弈论视角下的冲突解决](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/06_communication/6.3_game_theory.md)
- [6.4 涌现行为与集体智慧](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/06_communication/6.4_emergence.md)
- [6.5 智能体间互操作协议](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/06_communication/6.5_a2a.md)
- [本章小结](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/06_communication/summary.md)
- [第七章 学习、评估与进化](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/07_evolution.md)
- [7.1 从反馈中学习：RLHF 与 RLAIF](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/07_evolution/7.1_rl.md)
- [7.2 评估体系：AgentBench 与基准测试](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/07_evolution/7.2_evaluation.md)
- [7.3 轨迹分析与行为可解释性](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/07_evolution/7.3_tracing.md)
- [7.4 持续学习与知识更新](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/07_evolution/7.4_continuous_learning.md)
- [7.5 推理能力的提升：从快速响应到深度思考](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/07_evolution/7.5_reasoning.md)
- [本章小结](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/07_evolution/summary.md)
- [第八章 开发框架全景](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/08_frameworks.md)
- [8.1 框架生态概览与选型指南](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/08_frameworks/8.1_ecosystem.md)
- [8.2 从链到图：流程编排进化](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/08_frameworks/8.2_langchain.md)
- [8.3 数据驱动的 RAG 框架](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/08_frameworks/8.3_llamaindex.md)
- [8.4 多智能体协作：多智能体框架实战](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/08_frameworks/8.4_multi_agent.md)
- [8.5 企业级集成：与现有系统整合](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/08_frameworks/8.5_enterprise.md)
- [8.6 平台级产品：接口原语与托管运行时](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/08_frameworks/8.6_platforms.md)
- [8.7 框架性能基准评测](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/08_frameworks/8.7_performance.md)
- [本章小结](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/08_frameworks/summary.md)
- [第九章 AgentOps 与生产化落地](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/09_agentops.md)
- [9.1 设计模式：从 Workflow 到智能体](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/09_agentops/9.1_design_patterns.md)
- [9.2 Harness 架构：智能体的执行与治理层](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/09_agentops/9.2_harness.md)
- [9.3 可观测性与调试](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/09_agentops/9.3_observability.md)
- [9.4 性能优化与成本控制](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/09_agentops/9.4_optimization.md)
- [9.5 企业级智能体平台：架构、安全与治理](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/09_agentops/9.5_enterprise.md)
- [9.6 故障模式与韧性设计](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/09_agentops/9.6_failures.md)
- [9.7 架构陷阱与反模式](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/09_agentops/9.7_pitfalls_antipatterns.md)
- [9.8 从实验到生产：决策路线图与检查清单](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/09_agentops/9.8_experiment_to_production.md)
- [9.9 智能体自主度实证分析与监控](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/09_agentops/9.9_autonomy_metrics.md)
- [本章小结](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/09_agentops/summary.md)
- [第十章 智能体编程实践](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/10_agentic_coding.md)
- [10.1 编程范式转移](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/10_agentic_coding/10.1_paradigm.md)
- [10.2 智能体编程原理](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/10_agentic_coding/10.2_loop.md)
- [10.3 常见工具](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/10_agentic_coding/10.3_tools.md)
- [10.4 开发方法论](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/10_agentic_coding/10.4_workflow.md)
- [10.5 工程化实践](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/10_agentic_coding/10.5_best_practices.md)
- [本章小结](https://yeasy.gitbook.io/agentic_ai_guide/di-san-bu-fen-gong-cheng-shi-jian-yu-luo-di/10_agentic_coding/summary.md)
- [第十一章 安全、伦理与未来](https://yeasy.gitbook.io/agentic_ai_guide/di-si-bu-fen-wei-lai-zhan-wang/11_future.md)
- [11.1 安全边界：提示词注入与防御策略](https://yeasy.gitbook.io/agentic_ai_guide/di-si-bu-fen-wei-lai-zhan-wang/11_future/11.1_security.md)
- [11.2 价值对齐与风险控制](https://yeasy.gitbook.io/agentic_ai_guide/di-si-bu-fen-wei-lai-zhan-wang/11_future/11.2_alignment.md)
- [11.3 智能体的法律与伦理边界](https://yeasy.gitbook.io/agentic_ai_guide/di-si-bu-fen-wei-lai-zhan-wang/11_future/11.3_ethics.md)
- [11.4 迈向通用人工智能](https://yeasy.gitbook.io/agentic_ai_guide/di-si-bu-fen-wei-lai-zhan-wang/11_future/11.4_agi_path.md)
- [本章小结](https://yeasy.gitbook.io/agentic_ai_guide/di-si-bu-fen-wei-lai-zhan-wang/11_future/summary.md)
- [第十二章 附录](https://yeasy.gitbook.io/agentic_ai_guide/di-wu-bu-fen-fu-lu/12_appendix.md)
- [12.1 术语表](https://yeasy.gitbook.io/agentic_ai_guide/di-wu-bu-fen-fu-lu/12_appendix/12.1_glossary.md)
- [12.2 推荐论文与阅读清单](https://yeasy.gitbook.io/agentic_ai_guide/di-wu-bu-fen-fu-lu/12_appendix/12.2_reading_list.md)
- [12.3 AGENTS.md 规范指南](https://yeasy.gitbook.io/agentic_ai_guide/di-wu-bu-fen-fu-lu/12_appendix/12.3_agents_md.md)
- [12.4 案例模板与检查清单](https://yeasy.gitbook.io/agentic_ai_guide/di-wu-bu-fen-fu-lu/12_appendix/12.4_case_templates.md)
- [12.5 快变事实核验表](https://yeasy.gitbook.io/agentic_ai_guide/di-wu-bu-fen-fu-lu/12_appendix/12.5_volatile_facts.md)