docs: memory plan (sqlite+faiss)
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# Memory Plan (sqlite + FAISS)
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- sqlite: embeddings.db with tables: chunks(id, file, sha, lineno, text, ts), vectors(id, dim, data BLOB)
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- faiss: faiss.index for fast ANN; sqlite is source of truth
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- provenance mandatory; ripgrep is canonical text source
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- journal is never overwritten; only append
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