RAG - Complete Practical Guide

Introduction Retrieval Augmented Generation, is one of the biggest pillars in todays AI field. Mainly used by big companies for better internal gestion and retrieval of documents. In this article I will be explaing some RAG concepts with code snippets for a better grasp, and also be talking about some common problems I faced when implementing my own RAG, and presenting some solutions all along. What is RAG? RAG ( R etrieval <str