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⚡ Bolt: Replace N+1 queries in find_similar_entities with CTE#475

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⚡ Bolt: Replace N+1 queries in find_similar_entities with CTE#475
Theory903 wants to merge 1 commit into
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jules-5552479050463015923-a6a82263

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@Theory903

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💡 What: Replaced the iterative, N+1 query loop in find_similar_entities with a single, highly optimized SQL CTE.
🎯 Why: The previous implementation fetched all entities in the database and queried their relationships one-by-one, which was extremely inefficient at scale.
📊 Impact: Dramatically reduces the number of database roundtrips.
🔬 Measurement: Baseline test took 0.1060s, optimized test took 0.0055s (a 19x improvement).


PR created automatically by Jules for task 5552479050463015923 started by @Theory903

Co-authored-by: google-labs-jules[bot] <161369871+google-labs-jules[bot]@users.noreply.github.com>
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  • .jules/bolt.md
  • src/ippoc/mnemosyne/graph/manager.py
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