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Labels added: gssoc:approved | mentor:leonagoel | status:review-needed

PR Description Checklist:

YES - What changed section
YES - Why section
NO - How to test section
YES - Related issue linked

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3. Once approved, this PR will be auto-merged

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⚠️ Main branch was just updated!

PR #1633 ("fix: Duplicate results-processing loop removed from search_items(#1631)") was just merged into main.

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⚠️ Main branch was just updated!

PR #1640 ("fix: resolve hybrid_model merge conflicts and add explanation string") was just merged into main.

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⚠️ Main branch was just updated!

PR #1641 ("Fix/svd memory leak") was just merged into main.

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⚠️ Main branch was just updated!

PR #1642 ("Feature/evaluation dashboard") was just merged into main.

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PR #1643 ("Feature/streamlit tfidf config") was just merged into main.

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⚠️ Main branch was just updated!

PR #1644 ("Fix/strict csrf origin validation") was just merged into main.

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⚠️ Main branch was just updated!

PR #1645 ("Feature/svd online updating") was just merged into main.

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PR #1647 ("fix: add title query param endpoint to resolve HTTP 422 (#1075)") was just merged into main.

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PR #1648 ("fix(federated): prevent regularization decay in aggregate_updates") was just merged into main.

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⚠️ Main branch was just updated!

PR #1650 ("fix: remove duplicate code block in hybrid_model.py causing Indentati…") was just merged into main.

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⚠️ Main branch was just updated!

PR #1653 ("fix: remove duplicate /api/recommend route") was just merged into main.

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⚠️ Main branch was just updated!

PR #1654 ("build: add faiss dependency for two-tower retrieval") was just merged into main.

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