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Agentic-Design-Patterns

Agentic-Design-Patterns

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

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

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

Book Author Charity License

📖 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)

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

Part Three: Production Patterns (34 pages)

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

Part Four: Enterprise Patterns (114 pages)

  1. Chapter 15: Inter-Agent Communication (A2A) - Agent networking
  2. Chapter 16: Resource-Aware Optimization - Efficient resource usage
  3. Chapter 17: Reasoning Techniques - Advanced decision-making
  4. Chapter 18: Guardrails/Safety Patterns - Risk mitigation
  5. Chapter 19: Evaluation and Monitoring - Performance tracking
  6. Chapter 20: Prioritization - Task management
  7. 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

 

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