LEVELS OF COMPLEXITY: RAG APPLICATIONS

Summary from the TLDR Web Dev newsletter

This roadmap is an overview of RAG (retrieval augmented generation). It starts with the basics of RAG, explaining how to traverse file systems, chunk and batch text, and interact with embedding APIs. It then progresses to more advanced techniques, including asynchronous programming, improved chunking strategies, and robust retry mechanisms. The roadmap also goes over observability and evaluation techniques.