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Add minimal RAG scaffold#1

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Walidzao wants to merge 1 commit intomainfrom
agent-changes-20250929-142603
Open

Add minimal RAG scaffold#1
Walidzao wants to merge 1 commit intomainfrom
agent-changes-20250929-142603

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@Walidzao
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This PR adds a small, dependency-free RAG scaffold with chunking, hashing-embeddings, in-memory vector store, and a simple retriever, plus overview docs.

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