Accuracy issues with provided weaviate Rerankers

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1

I am facing issue with weaviate reranker as it is not providing accurate ranking to my retrieved document. i am using cr.weaviate.io/semitechnologies/reranker-transformers:cross-encoder-ms-marco-MiniLM-L-6-v2 with weaviate:1.30.0. The rank orders have issues.

I see the need to implement more sophisticated rerankers, but they seem to take a lot of time. Is there a way to use more mature rerankers which can be as fast as the current one being used?

Also how can I integrate other rerankers with the given reranker module?

2

Hi!

Were you able to use the reranker alone?

Also, can you provide an example we could reproduce?

thanks!