reconcile LLM_Evaluation zone: align stage numbering and scopes, standardize full-path wikilinks, slim old guidebook notes, dedupe templates
- fix stage-numbering conflict (README vs 05-Progress) and unify stage-1 reading scope - resolve AWS workshop prerequisite contradiction in 04-Reference/01 - convert medium-path wikilinks to vault-root paths (~30 links), fix .pyy typos, annotate ragas fork, unify archive status, add 01-/02- README hubs - compress old-version guidebook notes (01, 05) into pointers; add 2026 reading guidance to 00-Overview - dedupe project templates and remove embedded template copy in 03-Practice/README
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@@ -34,12 +34,7 @@ created: 2026-08-21
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### 2. AWS Generative AI Evaluations Workshop
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- 为什么看:目前垂直场景最全、最硬核的可运行实战代码
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- 覆盖场景:
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- Multimodal RAG
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- Tool Calling(5 种渐进式评测方法)
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- Automated Reasoning(利用 SMT 求解器检查合规)
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- Multi-Agent Shared Context
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- Red Teaming
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- 覆盖场景:Multimodal RAG / Tool Calling(5 种渐进式评测方法)/ Automated Reasoning(SMT 求解器)/ Multi-Agent Shared Context / Red Teaming(完整介绍与链接见 [[01_Projects/Personal-Tech/LLM_Evaluation/04-Reference/archive/01-Curated-External-Resources|archive/01]])
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- 学习方式(重要):
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不要只照着 Notebook 跑。每个模块都问:
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- Task 是什么?
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- Grader 是什么?
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- Failure 如何定义?
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- 如何做成 Regression?
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- 适合阶段:最适合作为第一个实操资源
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- 适合阶段:完成第一个小项目以后(与本节开头一致);精读顺序上建议作为四个 S 级资源中第一个上手(见 [[01_Projects/Personal-Tech/LLM_Evaluation/04-Reference/README|04-Reference 资源地图]])
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## 次级参考
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- Hugging Face evaluation-guidebook(已在本目录下:[[04-Reference/evaluation-guidebook/00-Overview|evaluation-guidebook]])
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- Hugging Face evaluation-guidebook(已在本目录下:[[01_Projects/Personal-Tech/LLM_Evaluation/04-Reference/evaluation-guidebook/00-Overview|evaluation-guidebook]])
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- DeepEval(应用级单元测试框架,上手快但抽象层较浅)
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> 🔗 本页资源的完整链接、来源背景与上手建议见 [[04-Reference/archive/01-Curated-External-Resources|archive/01-Curated-External-Resources]]("国家级与顶级学术机构"与"云厂商生产环境"两节)。
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> 🔗 本页资源的完整链接、来源背景与上手建议见 [[01_Projects/Personal-Tech/LLM_Evaluation/04-Reference/archive/01-Curated-External-Resources|archive/01-Curated-External-Resources]]("国家级与顶级学术机构"与"云厂商生产环境"两节)。
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