In this episode, we explore the use of Knowledge Bases (KBs) with Amazon Bedrock Agents, enabling them to leverage external sources of information for enhanced reasoning and decision-making. We delve into the motivation and intuition behind KBs and Retrieval-Augmented Generation (RAG) models, which combine the power of language models with external knowledge sources. Additionally, we will demonstrate the process of creating and testing a KB through a demo.