---
title: "Discussion on \"Understanding RAG: A Simple Guide for Beginners\" | Hashnode"
description: "Discussion on \"Understanding RAG: A Simple Guide for Beginners\". Introduction: The Problem with LLMs\nLarge Language Models (LLMs) excel at generating text, answering questions, and even writing code. However, they have a critical limitation: they only know what the"
url: "https://hashnode.com/posts/rag-for-dummies/6a573bd761e4f2dc68270f6c"
---

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# [Understanding RAG: A Simple Guide for Beginners](https://glitch-guy0.hashnode.dev/rag-for-dummies?utm_source=hashnode&utm_medium=feed)

Introduction: The Problem with LLMs Large Language Models (LLMs) excel at generating text, answering questions, and even writing code. However, they have a critical limitation: they only know what the

Jul 15 · 6 min read · glitch-guy0.hashnode.dev  
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## Written by

[Prajwal M](https://hashnode.com/@Glitchguy00)

@Glitchguy00 · Bangalore, India

  
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Backend Developer • AI Systems Explorer

Backend developer exploring AI agents, backend systems, and architectural rabbit holes. I enjoy understanding how things work under the hood and occasionally over-engineering side projects for fun

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