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ops - refresh observability/trace doc for post-L0 single-attempt semantics - add py-rag chain exploration note; mark superseded Milvus/L0 notes with status banners - close ISS-017 (superseded by L0 sinking); mark knowledge_domain table orphaned - refresh architecture/mvp/engineering indexes
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| [architecture/agent-orchestration.md](architecture/agent-orchestration.md) | Agent 编排架构 |
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| [architecture/harness-quality-gates.md](architecture/harness-quality-gates.md) | Harness 与质量门禁 |
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| [architecture/session-trace-lifecycle.md](architecture/session-trace-lifecycle.md) | 会话与 Trace 生命周期 |
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| [architecture/RAG知识检索架构.md](architecture/RAG知识检索架构.md) | 当前 hybrid 检索架构 |
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| [architecture/RAG知识检索架构.md](architecture/RAG知识检索架构.md) | 当前检索架构(py-rag 知识服务接入) |
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| [issues/README.md](issues/README.md) | MVP issue 索引 |
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| [tables/README.md](tables/README.md) | 当前 MySQL 表说明 |
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| [demo/README.md](demo/README.md) | Demo 运行和演示材料 |
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