@@ -11,7 +11,7 @@ lang: bilingual
1111
1212* 构建智能系统的实战指南[ ^ 1 ] ,作者:[ Antonio Gulli] ( https://www.linkedin.com/in/searchguy/ ) *
1313
14- Table of Contents - total 424 pages = 1+2+1+1+4+9+103+61+34+114+74+5+4 11
14+ Table of Contents - total 424 pages = 1+2+1+1+4+9+103+61+34+114+74+5+4 11
1515
1616** 目录总览** (424 页)
1717
@@ -51,7 +51,7 @@ Part One, (Total: 103 pages)
5151
52522 . [ 路由决策] ( Chapter%202_%20Routing.md ) (13 页)
5353
54- 3 . [ Chapter 3: Parallelization] ( https://docs.google.com/document/d/1XVMp4RcRkoUJTVbrP2foWZX703CUJpWkrhyFU2cfUOA /edit?tab=t.0 ) ([ code] ( https://drive.google.com/drive/u/0/folders/1Y3U3IrYCiJ3E45Z8okR5eCg7OPnWQtPV ) ), 15 pages \[ final, last read done, code ok\]
54+ 3 . [ Chapter 3: Parallelization] ( https://docs.google.com/document/d/1XVMp4RcRkoUJTVbrPfoWZX703CUJpWkrhyFU2cfUOA /edit?tab=t.0 ) ([ code] ( https://drive.google.com/drive/u/0/folders/1Y3U3IrYCiJ3E45Z8okR5eCg7OPnWQtPV ) ), 15 pages \[ final, last read done, code ok\]
5555
56563 . [ 并行执行] ( Chapter%203_%20Parallelization.md ) (15 页)
5757
@@ -77,113 +77,114 @@ Part Two (Total: 61 pages)
7777
78788 . [ Chapter 8: Memory Management] ( https://docs.google.com/document/d/1asVTObtzIye0I9ypAztaeeI_sr_Hx2TORE02uUuqH_c/edit?tab=t.0 ) ([ code] ( https://drive.google.com/drive/u/0/folders/1Y3U3IrYCiJ3E45Z8okR5eCg7OPnWQtPV ) ), 21 pages \[ final, last read done, code ok\]
7979
80- 1 . [ 记忆管理] ( Chapter%208_%20Memory%20Management.md ) (21 页)
80+ 8 . [ 记忆管理] ( Chapter%208_%20Memory%20Management.md ) (21 页)
8181
82829 . [ Chapter 9: Learning and Adaptation] ( https://docs.google.com/document/d/1UHTEDCmSM1nwB-iyMoHuYzVcu_B_4KkJ2ITGGUKqo8s/edit?tab=t.0 ) ([ code] ( https://drive.google.com/drive/u/0/folders/1Y3U3IrYCiJ3E45Z8okR5eCg7OPnWQtPV ) ), 12 pages \[ final, last read done, code ok\]
8383
84- 2 . [ 学习与适应] ( Chapter%209_%20Learning%20and%20Adaptation.md ) (12 页)
84+ 9 . [ 学习与适应] ( Chapter%209_%20Learning%20and%20Adaptation.md ) (12 页)
8585
868610 . [ Chapter 10: Model Context Protocol (MCP)] ( https://docs.google.com/document/d/1e6XimYczKmhX9zpqEyxLFWPQgGuG0brp7Hic2sFl_qw/edit?usp=sharing ) ([ code] ( https://drive.google.com/drive/u/0/folders/1Y3U3IrYCiJ3E45Z8okR5eCg7OPnWQtPV ) ), 16 pages \[ final, last read done, code ok\]
8787
88- 3 . [ 模型上下文协议 (MCP)] ( Chapter%2010_%20Model%20Context%20Protocol%20(MCP).md ) (16 页)
88+ 10 . [ 模型上下文协议 (MCP)] ( Chapter%2010_%20Model%20Context%20Protocol%20(MCP).md ) (16 页)
8989
90- 11 . [ Chapter 11: Goal Setting and Monitoring] ( https://docs.google.com/document/d/10ndlCB39BWjyFRWKpcoKib4vuPD1ojD-x0-ynMaf5uw/edit?tab=t.0 ) ([ code] ( https://drive.google.com/drive/u/0/folders/1Y3U3IrYCiJ3E45Z8okR5eCg7OPnWQtPV ) ), 12 pages \[ final, last read done, code ok\] , ** 182**
90+ 11 . [ Chapter 11: Goal Setting and Monitoring] ( https://docs.google.com/document/d/10ndlCB39BWjyFRWKpcoKib4vuPD1ojD-x0-ynMaf5uw/edit?tab=t.0 ) ([ code] ( https://drive.google.com/drive/u/0/folders/1Y3U3IrYCiJ3E45Z8okR5eCg7OPnWQtPV ) ), 12 pages \[ final, last read done, code ok\] , ** 182**
9191
92- 4 . [ 目标设定与监控] ( Chapter%2011_%20Goal%20Setting%20and%20Monitoring.md ) (12 页)
92+ 11 . [ 目标设定与监控] ( Chapter%2011_%20Goal%20Setting%20and%20Monitoring.md ) (12 页)
9393
9494Part Three (Total: 34 pages)
9595
9696## 第三部分:容错与扩展(34 页)
9797
98- 12 . [ Chapter 12: Exception Handling and Recovery] ( https://docs.google.com/document/d/1C07AuMur6-infwE0viCp4QtAy_wWI-uceFm6MaYHQGk/edit?tab=t.0#heading=h.m2kk4kdjt6ir ) ([ code] ( https://drive.google.com/drive/u/0/folders/1Y3U3IrYCiJ3E45Z8okR5eCg7OPnWQtPV ) ), 8 pages [ final, last read done, code ok]
98+ 12 . [ Chapter 12: Exception Handling and Recovery] ( https://docs.google.com/document/d/1C07AuMur6-infwE0viCp4QtAy_wWI-uceFm6MaYHQGk/edit?tab=t.0#heading=h.m2kk4kdjt6ir ) ([ code] ( https://drive.google.com/drive/u/0/folders/1Y3U3IrYCiJ3E45Z8okR5eCg7OPnWQtPV ) ), 8 pages \ [ final, last read done, code ok\]
9999
100- 1 . [ 异常处理与恢复] ( Chapter%2012_%20Exception%20Handling%20and%20Recovery.md ) (8 页)
100+ 12 . [ 异常处理与恢复] ( Chapter%2012_%20Exception%20Handling%20and%20Recovery.md ) (8 页)
101101
10210213 . [ Chapter 13: Human-in-the-Loop] ( https://docs.google.com/document/d/1ImOZcw6yeb7a-uRBMNP1VdovYfyip4IdsAcLu9yue-0/edit?usp=sharing ) ([ code] ( https://drive.google.com/drive/u/0/folders/1Y3U3IrYCiJ3E45Z8okR5eCg7OPnWQtPV ) ), 9 pages \[ final, last read done, code ok\]
103103
104- 2 . [ 人机协同] ( Chapter%2013_%20Human-in-the-Loop.md ) (9 页)
104+ 13 . [ 人机协同] ( Chapter%2013_%20Human-in-the-Loop.md ) (9 页)
105105
106- 14 . [ Chapter 14: Knowledge Retrieval (RAG)] ( https://docs.google.com/document/d/1v96Oobio6xDOqbK8ejsXjmOc4Dp2uoLMo5_gfJgi-NE/edit?usp=sharing ) ([ code] ( https://drive.google.com/drive/u/0/folders/1Y3U3IrYCiJ3E45Z8okR5eCg7OPnWQtPV ) ), 17 pages \[ final, last read done, code ok\] , ** 216**
106+ 14 . [ Chapter 14: Knowledge Retrieval (RAG)] ( https://docs.google.com/document/d/1v96Oobio6xDOqbK8ejsXjmOc4Dp2uoLMo5_gfJgi-NE/edit?usp=sharing ) ([ code] ( https://drive.google.com/drive/u/0/folders/1Y3U3IrYCiJ3E45Z8okR5eCg7OPnWQtPV ) ), 17 pages \[ final, last read done, code ok\] , ** 216**
107107
108- 3 . [ 知识检索 (RAG)] ( Chapter%2014_%20Knowledge%20Retrieval%20(RAG).md ) (17 页)
108+ 14 . [ 知识检索 (RAG)] ( Chapter%2014_%20Knowledge%20Retrieval%20(RAG).md ) (17 页)
109109
110110Part Four (Total: 114 pages)
111111
112112## 第四部分:高级架构(114 页)
113113
11411415 . [ Chapter 15: Inter-Agent Communication (A2A)] ( https://docs.google.com/document/d/1H6HmUYcy5kugt5gt7Kh2Zzb8C62d5pu36RsgMNDCX24/edit?usp=sharing ) ([ code] ( https://drive.google.com/drive/u/0/folders/1Y3U3IrYCiJ3E45Z8okR5eCg7OPnWQtPV ) ), 15 pages \[ final, last read done, code ok\]
115115
116- 1 . [ 智能体间通信 (A2A)] ( Chapter%2015_%20Inter-Agent%20Communication%20(A2A).md ) (15 页)
116+ 15 . [ 智能体间通信 (A2A)] ( Chapter%2015_%20Inter-Agent%20Communication%20(A2A).md ) (15 页)
117117
11811816 . [ Chapter 16: Resource-Aware Optimization] ( https://docs.google.com/document/d/1nAN58l6JjqEJHk43126uh7xgdEblCpcbsNUHXgtBmJQ/edit?usp=sharing ) ([ code] ( https://drive.google.com/drive/u/0/folders/1Y3U3IrYCiJ3E45Z8okR5eCg7OPnWQtPV ) ), 15 pages \[ final, last read done, code ok\]
119119
120- 2 . [ 资源感知优化] ( Chapter%2016_%20Resource-Aware%20Optimization.md ) (15 页)
120+ 16 . [ 资源感知优化] ( Chapter%2016_%20Resource-Aware%20Optimization.md ) (15 页)
121121
12212217 . [ Chapter 17: Reasoning Techniques] ( https://docs.google.com/document/d/1Yt1W_hLaC6ZNgJXfT4W6NrCL4TzNVdKOX50kgpHiIq4/edit?usp=sharing ) ([ code] ( https://drive.google.com/drive/u/0/folders/1Y3U3IrYCiJ3E45Z8okR5eCg7OPnWQtPV ) ), 24 pages \[ final, last read done, code ok\]
123123
124- 3 . [ 推理技术] ( Chapter%2017_%20Reasoning%20Techniques.md ) (24 页)
124+ 17 . [ 推理技术] ( Chapter%2017_%20Reasoning%20Techniques.md ) (24 页)
125125
12612618 . [ Chapter 18: Guardrails/Safety Patterns] ( https://docs.google.com/document/d/1Gpc5af_okze1kprRLohP6-81e1KwL6HggjeLvxQyIuk/edit?usp=sharing ) ([ code] ( https://drive.google.com/drive/u/0/folders/1Y3U3IrYCiJ3E45Z8okR5eCg7OPnWQtPV ) ), 19 pages \[ final, last read done, code ok\]
127127
128- 4 . [ 安全护栏模式] ( Chapter%2018_%20Guardrails_Safety%20Patterns.md ) (19 页)
128+ 18 . [ 安全护栏模式] ( Chapter%2018_%20Guardrails_Safety%20Patterns.md ) (19 页)
129129
13013019 . [ Chapter 19: Evaluation and Monitoring] ( https://docs.google.com/document/d/1G3zOZM2ZOd0gUp5dy66FUjKMOcALh9l-JpvPxgGMm8w/edit?usp=sharing ) ([ code] ( https://drive.google.com/drive/u/0/folders/1Y3U3IrYCiJ3E45Z8okR5eCg7OPnWQtPV ) ), 18 pages \[ final, last read done, code ok\]
131131
132- 5 . [ 评估与监控] ( Chapter%2019_%20Evaluation%20and%20Monitoring.md ) (18 页)
132+ 19 . [ 评估与监控] ( Chapter%2019_%20Evaluation%20and%20Monitoring.md ) (18 页)
133133
13413420 . [ Chapter 20: Prioritization] ( https://docs.google.com/document/d/1qyXxGM2hNqW_qjXuBFxrEUeoYVO79BoW1ogKu1bfdCY/edit?usp=sharing ) ([ code] ( https://drive.google.com/drive/u/0/folders/1Y3U3IrYCiJ3E45Z8okR5eCg7OPnWQtPV ) ), 10 pages \[ final, last read done, code ok \]
135135
136- 6 . [ 优先级管理] ( Chapter%2020_%20Prioritization.md ) (10 页)
136+ 20 . [ 优先级管理] ( Chapter%2020_%20Prioritization.md ) (10 页)
137137
138- 21 . [ Chapter 21: Exploration and Discovery] ( https://docs.google.com/document/d/1zeeMVTqjqRIli6G9MMWThhoQhvKqLOjJF2EHHUXLhdk/edit?usp=sharing ) ([ code] ( https://drive.google.com/drive/u/0/folders/1Y3U3IrYCiJ3E45Z8okR5eCg7OPnWQtPV ) ), 13 pages \[ final, last read done, code ok\] , ** 330**
138+ 21 . [ Chapter 21: Exploration and Discovery] ( https://docs.google.com/document/d/1zeeMVTqjqRIli6G9MMWThhoQhvKqLOjJF2EHHUXLhdk/edit?usp=sharing ) ([ code] ( https://drive.google.com/drive/u/0/folders/1Y3U3IrYCiJ3E45Z8okR5eCg7OPnWQtPV ) ), 13 pages \[ final, last read done, code ok\] , ** 330**
139139
140- 7 . [ 探索与发现] ( Chapter%2021_%20Exploration%20and%20Discovery.md ) (13 页)
140+ 21 . [ 探索与发现] ( Chapter%2021_%20Exploration%20and%20Discovery.md ) (13 页)
141141
142142Appendix (Total: 74 pages)
143143
144144## 附录(74 页)
145145
14614622 . [ Appendix A: Advanced Prompting Techniques] ( https://docs.google.com/document/d/1V7EKEWibOH6IhHD_PtbFZiml492-2191jDQCcTkhtTI/edit?usp=sharing ) , 28 pages \[ final, last read done, code ok\]
147147
148- 1 . [ 高级提示技术] ( Appendix%20A_%20Advanced%20Prompting%20Techniques.md ) (28 页)
148+ 22 . [ 高级提示技术] ( Appendix%20A_%20Advanced%20Prompting%20Techniques.md ) (28 页)
149149
15015023 . [ Appendix B - AI Agentic ….: From GUI to Real world environment] ( https://docs.google.com/document/d/11pma_tCoC7uZ2SFKjcR5KyI0_ooMGSoadI6f9mxG2I/edit?tab=t.0#heading=h.4bsgiycebw26 ) , 6 pages \[ final, last read done, code ok\]
151151
152- 2 . [ AI 智能体交互:从 GUI 到真实世界] ( Appendix%20B%20-%20AI%20Agentic%20Interactions_%20From%20GUI%20to%20Real%20world%20environment.md ) (6 页)
152+ 23 . [ AI 智能体交互:从 GUI 到真实世界] ( Appendix%20B%20-%20AI%20Agentic%20Interactions_%20From%20GUI%20to%20Real%20world%20environment.md ) (6 页)
153153
15415424 . [ Appendix C - Quick overview of Agentic Frameworks] ( https://docs.google.com/document/d/151rGsiEYOkXUcNDRus_N8TxxuvjoyTDViBhzt9z0Mfw/edit?tab=t.0#heading=h.8y2llpsk10ds ) , 8 pages \[ final, last read done, code ok\] ,
155155
156- 3 . [ 智能体框架概览] ( Appendix%20C%20-%20Quick%20overview%20of%20Agentic%20Frameworks.md ) (8 页)
156+ 24 . [ 智能体框架概览] ( Appendix%20C%20-%20Quick%20overview%20of%20Agentic%20Frameworks.md ) (8 页)
157157
158- 25 . [ Appendix D - Building an Agent with AgentSpace (on-line only)] ( https://docs.google.com/document/d/1bDRJ8mKtLTeWNC-cGD0Cr8pEJQgJHNcjqz5ekloAjaE/edit?usp=sharing ) , 6 pages \[ final, last read done, code ok\]
158+ 25 . [ Appendix D - Building an Agent with AgentSpace (on-line only)] ( https://docs.google.com/document/d/1bDRJ8mKtLTeWNC-cGD0Cr8pEJQgJHNcjqz5ekloAjaE/edit?tab=t.0 ) , 6 pages \[ final, last read done, code ok\]
159159
160- 4 . [ 使用 AgentSpace 构建智能体] ( Appendix%20D%20-%20Building%20an%20Agent%20with%20AgentSpace%20(on-line%20only).md ) (6 页)
160+ 25 . [ 使用 AgentSpace 构建智能体] ( Appendix%20D%20-%20Building%20an%20Agent%20with%20AgentSpace%20(on-line%20only).md ) (6 页)
161161
16216226 . [ Appendix E - AI Agents on the CLI] ( http://docs.google.com/document/d/1W4znto0a8Ikajw5a4tEyRAaB2nJPJw_iFc4w4qNnjho/edit?tab=t.0#heading=h.6zaq0kvy131m ) , 5 pages \[ final, last read done, code ok\]
163163
164- 5 . [ 命令行 AI 智能体] ( Appendix%20E%20-%20AI%20Agents%20on%20the%20CLI.md ) (5 页)
164+ 26 . [ 命令行 AI 智能体] ( Appendix%20E%20-%20AI%20Agents%20on%20the%20CLI.md ) (5 页)
165165
16616627 . [ Appendix F - Under the Hood: An Inside Look at the Agents' Reasoning Engines] ( https://docs.google.com/document/d/14q3fQ-FZmDgiughno_WLSILMWkURvUgR7mlGiFtvwd4/edit?tab=t.0 ) , 14 pages \[ final, read, code ok\] ,
167167
168- 6 . [ 智能体推理引擎剖析] ( Appendix%20F%20%20-%20Under%20the%20Hood_%20An%20Inside%20Look%20at%20the%20Agents'%20Reasoning%20Engines.md ) (14 页)
168+ 27 . [ 智能体推理引擎剖析] ( Appendix%20F%20%20-%20Under%20the%20Hood_%20An%20Inside%20Look%20at%20the%20Agents'%20Reasoning%20Engines.md ) (14 页)
169169
170- 28 . [ Appendix G - Coding agents] ( https://docs.google.com/document/d/1tVyhgwrD4fu_D_pHUrwhNxoguRG3tLc1KObXFxrxE_s/edit?tab=t.0 ) , 7 pages ** 406**
170+ 28 . [ Appendix G - Coding agents] ( https://docs.google.com/document/d/1tVyhgwrD4fu_D_pHUrwhNxoguRG3tLc1KObXFxrxE_s/edit?tab=t.0 ) , 7 pages ** 406**
171171
172- 7 . [ 编程实现智能体] ( Appendix%20G%20-%20%20Coding%20agents.md ) (7 页)
172+ 28 . [ 编程实现智能体] ( Appendix%20G%20-%20%20Coding%20agents.md ) (7 页)
173173
174- [ Conclusion] ( https://docs.google.com/document/d/1NGzpg9VldtStb_7jRkXJYBaHFwPwJ7WN6ZcTr7dNSVA/edit?usp=sharing ) , 5 pages [ final, last read done]
174+ [ Conclusion] ( https://docs.google.com/document/d/1NGzpg9VldtStb_7jRkXJYBaHFwPwJ7WN6ZcTr7dNSVA/edit?usp=sharing ) , 5 pages \ [ final, last read done]
175175
176- [ Glossary ] ( https://docs.google.com/document/d/1_j_OdzeUALluBUO1GkZ48DsHbbDETiM_1G4farVLPnE/edit?usp=sharing ) , 4 pages \[ final, last read done \]
176+ - [ 结论 ] ( Conclusion.md ) (5 页)
177177
178- [ Index of Terms ] ( https://docs.google.com/document/d/15MrpoJBrZIi6aEZrBJCeCvVsIoC-EecYG9EWVk3YCKw /edit?tab=t.0 ) , 11 pages ( * Generated by Gemini. Reasoning step included as an agentic example * ) \[ final, read\]
178+ [ Glossary ] ( https://docs.google.com/document/d/1_j_OdzeUALluBUO1GkZ48DsHbbDETiM_1G4farVLPnE /edit?usp=sharing ) , 4 pages \[ final, last read done ]
179179
180- [ Online Contribution - Frequently Asked Questions: Agentic Design Patterns ] ( https://docs.google.com/document/d/1XxQsHX3FWEP3TisQeWZwFfYw81zDwEHfHdIfjypa_0g/edit?tab=t.0 )
180+ - [ 术语表 ] ( Glossary.md ) (4 页)
181181
182- ## 参考资料
182+ [ Index of Terms ] ( https://docs.google.com/document/d/15MrpoJBrZIi6aEZrBJCeCvVsIoC-EecYG9EWVk3YCKw/edit?tab=t.0 ) , 11 pages ( * Generated by Gemini. Reasoning step included as an agentic example * ) \[ final, read ]
183183
184- - [ 结论] ( Conclusion.md ) (5 页)
185- - [ 术语表] ( Glossary.md ) (4 页)
186184- [ 术语索引] ( Index%20of%20Terms.md ) (11 页,含智能体推理示例)
185+
186+ [ Online Contribution - Frequently Asked Questions: Agentic Design Patterns] ( https://docs.google.com/document/d/1XxQsHX3FWEP3TisQeWZwFfYw81zDwEHfHdIfjypa_0g/edit?tab=t.0 )
187+
187188- [ 常见问题解答] ( Frequently%20Asked%20Questions_%20Agentic%20Design%20Patterns.md )
188189
189190** Pre Print** : [ https://www.amazon.com/Agentic-Design-Patterns-Hands-Intelligent/dp/3032014018/ ] ( https://www.amazon.com/Agentic-Design-Patterns-Hands-Intelligent/dp/3032014018/ )
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