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Today, AWS announces two methods to integrate Amazon Aurora PostgreSQL databases with Amazon Bedrock to power generative AI applications. First, Amazon Aurora ML now provides access to foundation models available through Amazon Bedrock directly through SQL. Second, Knowledge Bases for Amazon Bedrock now supports Amazon Aurora as a vector store for Retrieval Augmented Generation (RAG). 

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