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feat/Catalog Retrieval System (#1)
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# retrieval
Unstructured-source retrieval (PDF, DOCX, TXT) — Cu in the architecture.
Dense similarity over prose chunks via PGVector.
Structured (DB / tabular) sources do **not** pass through here — they go through `catalog/` + `query/`.
See `ARCHITECTURE.md` (root) for the full design.