Agentic Design Patterns 智能体设计模式
2026-04-06
1.概要
Agentic 时代已经来了,热热闹闹,作为从业者,需要了解技术原理。
现在 AI 领域,有一批核心英文资料,如果只是简单的翻译为中文,可能丢失/曲解原文中部分信息。
因此,借助 AI 的力量,做了一个 中英文版本,保持英文原文、同时增加中文批注。
2.在线浏览 & pdf 下载
2.1.背景
Agentic 时代已经来了,热热闹闹,作为从业者,需要了解些技术原理。
现在 AI 领域,有一批核心英文资料,如果只是简单的翻译为中文,可能丢失/曲解原文中部分信息。
因此,借助 AI 的力量,做了一个 中英文版本,保持英文原文、同时增加中文批注。
2.2.焦点
用最新的 GPT-5.4 模型,单独做了一份「中英文版本」:
- 在线浏览:https://ningg.top/Agentic-Design-Patterns-CN
- pdf 下载:《Agentic Design Patterns》 智能体设计模式,中英文版本 PDF 版本
- GitHub 地址:https://github.com/ningg/Agentic-Design-Patterns-CN
相互大家一起维护~
3.贡献
如果你有任何问题或建议,欢迎提交 issue 或 pull request。
欢迎 fork、star、watch:https://github.com/ningg/Agentic-Design-Patterns-CN/
4.目录
Introduction
- Dedication
- Acknowledgment
- Foreword
- A Thought Leader’s Perspective: Power and Responsibility
- Introduction
- What makes an AI system an Agent?
Part One: Foundational Patterns
- Chapter 1: Prompt Chaining
- Chapter 2: Routing
- Chapter 3: Parallelization
- Chapter 4: Reflection
- Chapter 5: Tool Use (Function Calling)
- Chapter 6: Planning
- Chapter 7: Multi-Agent Collaboration
Part Two: Advanced Systems
- Chapter 8: Memory Management
- Chapter 9: Learning and Adaptation
- Chapter 10: Model Context Protocol (MCP)
- Chapter 11: Goal Setting and Monitoring
Part Three: Production Concerns
- Chapter 12: Exception Handling and Recovery
- Chapter 13: Human in the Loop
- Chapter 14: Knowledge Retrieval (RAG)
Part Four: Multi-Agent Architectures
- Chapter 15: Inter-Agent Communication (A2A)
- Chapter 16: Resource-Aware Optimization
- Chapter 17: Reasoning Techniques
- Chapter 18: Guardrails and Safety Patterns
- Chapter 19: Evaluation and Monitoring
- Chapter 20: Prioritization
- Chapter 21: Exploration and Discovery
Appendix
- Appendix A: Advanced Prompting Techniques
- Appendix B: AI Agentic Interactions: From GUI to Real-World Environment
- Appendix C: Quick Overview of Agentic Frameworks
- Appendix D: Building an Agent with AgentSpace (online only)
- Appendix E - AI Agents on the CLI
- Appendix F: Under the Hood: An Inside Look at the Agent’s Reasoning Engines
- Appendix G: Coding Agents
原文地址:https://ningg.top/ai-series-agentic-design-pattersn/