docs(mvp): update RAG docs for py-rag extraction
- rewrite RAG architecture doc for py-rag service contract mapping, ingest and rebuild ops - refresh observability/trace doc for post-L0 single-attempt semantics - add py-rag chain exploration note; mark superseded Milvus/L0 notes with status banners - close ISS-017 (superseded by L0 sinking); mark knowledge_domain table orphaned - refresh architecture/mvp/engineering indexes
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# RAG 离线评测:讨论、设计与落地
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> **需重新校准(2026-09-29)**:RAG 模块抽离后,L0 hint / categoryFilter 已下沉 py-rag、
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> 质量分改为 RERANK 直传、attempt 只剩 `UNFILTERED_VECTOR`;本文设计的 fixture/baseline
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> 基于旧 L0/scoreLabel 语义构建,回归评测需按新语义重新生成 fixture 并校准闸门。
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> 当前架构见 [../../architecture/RAG知识检索架构.md](../../architecture/RAG知识检索架构.md)。
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**日期**:2026-07-28
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**范围**:`eval/rag-retrieval` 离线 baseline、fixture 生成、与 hybrid/quality 主路径对齐
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**读者**:要维护或扩展知识库回归评测的工程同学
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