arup-chauhan commented on PR #15708:
URL: https://github.com/apache/lucene/pull/15708#issuecomment-3904063637

   Hey @benwtrent 
   
   Implemented the first incremental step by adding an optional 
`queryBitSizeHint` to `KnnSearchStrategy.Hnsw`.
   
   I’ve preserved backward compatibility, forwarded the hint through `Patience` 
/ seeded wrapping paths, and added focused strategy tests. This PR 
intentionally does not change scoring behavior.
   
   Next, I plan to wire the hint into the vector reader/scorer plumbing, and 
then follow up with a small PR that uses the hint for query-bit-aware behavior 
in the scalar-quantized scoring path.
   
   Looking forward to your feedback!


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