[Feature Request] Pinecone support? (as Bedrock Knowledge Base vector search backend)

[suzuki-safie]

Describe the solution you'd like

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Are there any plans to support Pinecone (https://aws.amazon.com/marketplace/pp/prodview-xhgyscinlz4jk) as vector search backend for Bedrock Knowledge Base, instead of OpenSearch Serverless?
Utilizing Pinecone could potentially be more cost-effective, particularly for small-scale usage scenarios.

Why the solution needed

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Additional context

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Implementation feasibility

Are you willing to collaborate with us to discuss the solution, decide on the approach, and assist with the implementation?

• Yes, I am able to implement the feature and create a pull request.
• No, I am unable to implement the feature, but I am open to discussing the solution.