Fix VectorIndex upsert behavior - #75
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## Summary Fix VectorIndex upsert behavior to update existing documents instead of always inserting duplicates. ## Changes Made * Added lookup logic before inserting documents. * Updated existing entries when a document with the same screenshot ID already exists. * Preserved insertion behavior for new documents. ## Why This Change? The `upsert` method currently appends every document to the internal collection, even when an entry with the same identifier already exists. This can lead to duplicate records and inconsistent index state. Implementing true upsert behavior ensures existing documents are updated while new documents are inserted only when necessary. ## Impact * Prevents duplicate entries in the vector index. * Aligns implementation with the expected semantics of an upsert operation. * Improves consistency of stored screenshot analysis records.
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Summary
Fix VectorIndex upsert behavior to update existing documents instead of always inserting duplicates.
Changes Made
Why This Change?
The
upsertmethod currently appends every document to the internal collection, even when an entry with the same identifier already exists. This can lead to duplicate records and inconsistent index state.Implementing true upsert behavior ensures existing documents are updated while new documents are inserted only when necessary.
Impact
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Checklist before requesting a review
.envvalues are committed