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Updated 5 months ago

any ideas on how to normalize BM25 score

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The community member is looking for ideas on how to normalize BM25 scores with vector scores without using the Reciprocal Rerank Fusion Retriever, as they are collecting their own nodes. In the comments, another community member suggests two fusion approaches: reciprocal rerank or relative scoring, and provides a guide that explains the math for both approaches.

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any ideas on how to normalize BM25 score with vector scores without using the Reciprocal Rerank Fusion Retriever.. since i collect my nodes my self.....
L
1 comment
There's two fusion approaches, recpirpocal rerank or relative scoring

This guide walks through both. The math for both is quite simple to implement

https://weaviate.io/blog/hybrid-search-fusion-algorithms#fusion-algorithms
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