Agentic-Design-Patterns

Agentic-Design-Patterns

https://assets.jimmysong.io/books/agentic-design-patterns-zh-20251011.pdf

 

https://github.com/fanqingsong/Agentic-Design-Patterns

 

 

Agentic Design Patterns - A Hands-On Guide to Building Intelligent Systems

📖 About This Repository

This repository contains the complete materials for "Agentic Design Patterns: A Hands-On Guide to Building Intelligent Systems" by Antonio Gulli. It includes all chapters in PDF format and accompanying code notebooks for hands-on learning.

Note: All author royalties are donated to Save the Children 💝

🎯 What You'll Learn

This comprehensive guide covers 21 chapters and 7 appendices on building intelligent AI agent systems, including:

• Foundational Patterns: Prompt chaining, routing, parallelization
• Advanced Techniques: Reflection, tool use, planning, multi-agent systems
• Memory & Learning: Memory management, adaptation, goal setting
• Production Patterns: Exception handling, human-in-the-loop, RAG
• Optimization: Resource-aware patterns, reasoning techniques, guardrails
• Real-world Applications: From GUI to real-world environments

Part One: Core Patterns (103 pages)

1. Chapter 1: Prompt Chaining - Sequential task decomposition
2. Chapter 2: Routing - Dynamic path selection
3. Chapter 3: Parallelization - Concurrent processing
4. Chapter 4: Reflection - Self-improvement mechanisms
5. Chapter 5: Tool Use - External capability integration
6. Chapter 6: Planning - Strategic task management
7. Chapter 7: Multi-Agent - Collaborative systems

Part Two: Advanced Patterns (61 pages)

8. Chapter 8: Memory Management - State persistence
9. Chapter 9: Learning and Adaptation - Dynamic improvement
10. Chapter 10: Model Context Protocol (MCP) - Standardized interfaces
11. Chapter 11: Goal Setting and Monitoring - Objective tracking

Part Three: Production Patterns (34 pages)

12. Chapter 12: Exception Handling and Recovery - Robust error management
13. Chapter 13: Human-in-the-Loop - Human-AI collaboration
14. Chapter 14: Knowledge Retrieval (RAG) - Information access patterns

Part Four: Enterprise Patterns (114 pages)

15. Chapter 15: Inter-Agent Communication (A2A) - Agent networking
16. Chapter 16: Resource-Aware Optimization - Efficient resource usage
17. Chapter 17: Reasoning Techniques - Advanced decision-making
18. Chapter 18: Guardrails/Safety Patterns - Risk mitigation
19. Chapter 19: Evaluation and Monitoring - Performance tracking
20. Chapter 20: Prioritization - Task management
21. Chapter 21: Exploration and Discovery - Autonomous learning

Appendices (74 pages)

• Appendix A: Advanced Prompting Techniques
• Appendix B: AI Agentic: From GUI to Real world environment
• Appendix C: Quick overview of Agentic Frameworks
• Appendix D: Building an Agent with AgentSpace
• Appendix E: AI Agents on the CLI
• Appendix F: Under the Hood: Reasoning Engines
• Appendix G: Coding agents