This post provides a guide on building a Retrieval-Augmented Generation (RAG) system utilizing AWS Bedrock, Claude Sonnet-3.5, and pgvector to enhance the accuracy of Large Language Models with external data. It aims to offer practical insights into implementing advanced AI solutions.