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Reranker flashrank#67

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mascarpon3 wants to merge 6 commits intomainfrom
reranker-flashrank
Draft

Reranker flashrank#67
mascarpon3 wants to merge 6 commits intomainfrom
reranker-flashrank

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@mascarpon3 mascarpon3 commented Mar 17, 2026

Purpose

this is the implementation of a local reranking based on the Flashrank library.

find my notes on the topic here

i also explored another method based on APIs and the Reranker library you can find here.

Proposal

  • ✨ implement a local reranking based on Flashrank
  • ⚰️ remove sorting. sorting is not supported with hybrid search. I should have removed it long ago. It is not supported with rescore either.

flashrank is a package for reranking
search results
I implement a reranker to improve accuracy of search results
I am adding test about reranking
We want to be able to disable the reranker at run time
even if it is enabled in settings
i am adding and improving docs
sorting is not supported with hybrid search.
I should have removed it long ago.
It is not supported also with rerank.
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