benwtrent commented on PR #13181:
URL: https://github.com/apache/lucene/pull/13181#issuecomment-2088865803

   This is my first attempt at a new interface for exact search.
   
   We are missing performance improvements through quantization and have a 
fairly complex API for exact search, requiring users to iterate the vectors 
themselves and choose a correct vector similarity.
   
   This new abstraction allows a simple iterator, scorer, API for dense vector 
fields.
   
   However, it's sort of inverted from the typical API (scorers create 
iterators, but here iterators provide scorers).
   
   @msokolov what do you think?
   
   The other option I can easily see is adding another top level thing to the 
leaf reader that provides an iterative vector scorer.


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