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[P1] Intent vector store + similarity (ChromaDB) or amend proposal #11

@pro-utkarshM

Description

@pro-utkarshM

Problem

Proposal §3.2 / §5.2 specify a ChromaDB vector intent DB with similarity search. Implementation (storage/intent_db.py) is plain SQLite — no embeddings, no similarity.

Tasks (pick one direction)

A. Implement: add embedding generation + ChromaDB (or sqlite-vec) store; enable intent reuse via similarity lookup.
B. Amend: if vector search isn't needed for MVP, update proposal.md to reflect SQLite design and remove ChromaDB claims.

  • Decide A vs B and note rationale in this issue.
  • Implement chosen path.

Acceptance

Docs and code agree on the storage design.

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    P1Core feature / high priority

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