Categories Machine Learning

Mastering RAG: From Basics to Mastery

📚 Introduction

Retrieval-Augmented Generation (RAG) is one of the most practical ways to make Large Language Models (LLMs) smarter by giving them access to the right data at the right time.

This 6-part series will take you from the basics of building a simple local RAG system to advanced techniques like agentic retrieval, ANN acceleration, and formal evaluation.