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[FEATURE]support for rerank models

Open mousounikki opened this issue 2 years ago • 4 comments

Describe the feature you'd like there is an open source rerank model bge-rerank similar to the one provided by Cohere, which is a very obvious efficiency improvement for building RAG applications. Are there any plans to develop functional support for related models, such as integrating Cohere-style APIs and providing custom BasePath?

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mousounikki avatar Jan 15 '24 08:01 mousounikki

@mousounikki we've added some rerank retrievers - https://github.com/FlowiseAI/Flowise/pull/1426 image

will improve in future to add more

HenryHengZJ avatar Jan 20 '24 14:01 HenryHengZJ

@HenryHengZJ awesome!

mousounikki avatar Jan 24 '24 10:01 mousounikki

How about custom API, or custom JavaScript function as a retriever?

wegylexy avatar May 14 '24 23:05 wegylexy

Pinecone just added re-ranking to their API as well: https://docs.pinecone.io/guides/inference/understanding-inference#rerank-2

CoreyH avatar Aug 19 '24 08:08 CoreyH