Understanding Retrieval Augmented Generation
Victory Nnaji
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Posted Dec 26, 2025
A foundational guide to Retrieval Augmented Generation (RAG).
TABLE OF CONTENTS
Pre-requisites :
1. Before jumping into the discussion, it’s important to have a foundational understanding of RAG, which stands for Retrieval Augmented Generation. If you’re unfamiliar with this concept, you can read more about it here.
2. To follow along with this tutorial, you need to install some libraries. So just create a
requirements.txt file and put the information below there.3. Open your terminal or command prompt…