RAG Fuundamentals
karthik hubli

karthik hubli

The blog attempts to answer what is RAG and why we need it? It's key components and how to put these together. We’ll touch upon key concept of evaluation of a RAG system and variations of RAG.

RAG: Building blocks (Part - 1)

Jan 20, 20253 min read

Introduction LLM/Inference LLMs are the "brain" of RAG systems, responsible for interpreting input queries, retrieving relevant knowledge, and...

RAG: The big picture (Part - 2)

Jan 20, 20253 min read

To understand RAG, we must take a few steps back and start with understanding what is AI. There are many definitions for what constitutes an AI. The...