---
title: "Discussion on \"A Smarter AI: A Beginner’s Guide to Retrieval-Augmented Generation (RAG)\" | Hashnode"
description: "Discussion on \"A Smarter AI: A Beginner’s Guide to Retrieval-Augmented Generation (RAG)\". Have you ever asked an AI a question and it confidently gave you the wrong answer? Or maybe you asked about something very specific—like your company’s new policy—and it replied, “I don’t have that information.”\n\nThese are common limits of Large Lang..."
url: "https://hashnode.com/posts/a-smarter-ai-a-beginners-guide-to-retrieval-augmented-generation-rag/68b489c8c5688062d8125ff3"
---

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Discussion

# [A Smarter AI: A Beginner’s Guide to Retrieval-Augmented Generation (RAG)](https://bibekkmr15.hashnode.dev/a-smarter-ai-a-beginners-guide-to-retrieval-augmented-generation-rag?utm_source=hashnode&utm_medium=feed)

Have you ever asked an AI a question and it confidently gave you the wrong answer? Or maybe you asked about something very specific—like your company’s new policy—and it replied, “I don’t have that information.” These are common limits of Large Lang...

Aug 31, 2025 · 5 min read · bibekkmr15.hashnode.dev  
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-   [#rag](https://hashnode.com/tag/rag)
-   [#rag-chatbot](https://hashnode.com/tag/rag-chatbot)
-   [#generative-ai](https://hashnode.com/tag/generative-ai)
-   [#artificial-intelligence](https://hashnode.com/tag/artificial-intelligence)

## Written by

[Bibek Kumar Buranwal](https://hashnode.com/@bibekkmr15)

@bibekkmr15 · India

  
[View profile](https://hashnode.com/@bibekkmr15)

WebDev, GenAI, Agentic AI, Artificial Intelligence

Web Developer, can work with MERN stack including Next.js, and also work with new Generative AI, Agentic AI technology. Available for hiring.

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