Selecting a vector store for Amazon Bedrock Knowledge Bases

AWS Blog
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Amazon Bedrock Knowledge Bases supports three customer-managed vector store backends—Amazon OpenSearch Service, Amazon Aurora PostgreSQL with pgvector, and Amazon S3 Vectors—each suited for different Retrieval Augmented Generation (RAG) use cases, impacting performance and cost.

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