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Embedding loading/cache/fallback and result conversion/reranking are separated from vector-store persistence. One ingest request keeps the first nonempty document for each ID, skips persisted IDs and counts new unique documents, avoiding duplicate-ID failures across batches.
Validation: Baseline 32 → final 36 tests; 54 exact retrieval parity comparisons; lint and outgoing-history scan passed. Independent review passed.
Compatibility and limits: Tests exercise temporary Chroma stores with deterministic hash embeddings. No real Sheets calls, embedding downloads or provider requests; public signatures and result schemas stay stable.
This is a draft branch proposal; no merge, release, version bump or deployment is included.