Understanding RAG (Retrieval-Augmented Generation): How AI Looks Things Up Before Answering

Apr 20 · 24 min read · Table of Contents Introduction The Problem with Pure LLMs What Is RAG? How RAG Works: A Deep Dive Step 1: Document Ingestion and Chunking Step 2: Embedding Generation Step 3: Vector Storage St