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Support bedrock rerank API #298

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wuodar opened this issue Dec 4, 2024 · 1 comment
Open

Support bedrock rerank API #298

wuodar opened this issue Dec 4, 2024 · 1 comment
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bedrock knowledgebases enhancement New feature or request Needs Discussion

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@wuodar
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wuodar commented Dec 4, 2024

As AWS Bedrock supports now rerank API, I wanted to ask whether there are any plans to integrate it into langchain-aws, either into bedrock retriever or as a standalone module, like Document Compressor? Here is boto3 documentation
@3coins 3coins added enhancement New feature or request Needs Discussion labels Dec 4, 2024
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3coins commented Dec 4, 2024

@wuodar
Thanks for sharing info about the rerank API. It seems like it would be flexible to create this as a separate runnable, so it could be used with other retrievers, and not just Bedrock KnowlegeBases. On the other hand, there are some benefits in abstracting it inside the KnowledgeBases retriever, that reduces onus on users to plug this into their application pipeline.

Do you have a specific use case that can help with this decision? Are there other APIs like this that are available from other providers, and how have they implemented this?

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