In a corresponding blog, we explore how to use Amazon RDS for PostgreSQL and Amazon Bedrock, along with Amazon MemoryDB with vector search to provide semantic caching, to build a generative AI text-to-SQL chatbot application using Retrieval Augmented Generation (RAG) - View it on GitHub