In the last chapter, you learned about RAG design patterns and their importance in generative AI. Now, you might be thinking about how to create and use these patterns with a native integration with Amazon Bedrock. Enhancing large language models with external knowledge is vital for developing precise AI applications. Amazon Bedrock Knowledge Bases simplifies retrieval-augmented generation (RAG). It allows models to find relevant information before creating answers.