This article provides a walkthrough on developing a Retrieval Augmented Generation (RAG) system from scratch. It covers the development process, containerized flask API, and the modular framework involved in developing the system.
Table of contents
IntroductionTable of ContentsModular FrameworkPrepare DataChunking, Indexing, & RetrievalLLM ComponentBuild & Deploy APIConclusion104 Impressions