AWS has published guidance on implementing agentic retrieval capabilities using LangChain integrated with Amazon Bedrock Knowledge Bases. The resource demonstrates how developers can leverage these tools to build AI agents capable of retrieving and processing information from knowledge bases in an automated manner. This integration combines LangChain’s agent framework with AWS’s foundation models and knowledge management services.