---
title: "Discussion on \"Where RAG Fails: Understanding the Limitations of Retrieval-Augmented Generation\" | Hashnode"
description: "Discussion on \"Where RAG Fails: Understanding the Limitations of Retrieval-Augmented Generation\". Why Retrieval-Augmented Generation improves AI responses—but still isn't a perfect solution."
url: "https://hashnode.com/posts/where-rag-fails-understanding-the-limitations-of-retrieval-augmented-generation/6a59bcd8c42e11cc7b594757"
---

[Feed](https://hashnode.com/feed) /

Discussion

# [Where RAG Fails: Understanding the Limitations of Retrieval-Augmented Generation](https://codewithriya.hashnode.dev/where-rag-fails-understanding-the-limitations-of-retrieval-augmented-generation?utm_source=hashnode&utm_medium=feed)

Why Retrieval-Augmented Generation improves AI responses—but still isn't a perfect solution.

Jul 17 · 15 min read · codewithriya.hashnode.dev  
Read the article

-   [#chaicode](https://hashnode.com/tag/chaicode)
-   [#piyushgarg](https://hashnode.com/tag/piyushgarg)
-   [#hiteshchoudharylco](https://hashnode.com/tag/hiteshchoudharylco)

## Written by

[Riya Paul](https://hashnode.com/@riya1012)

@riya1012 · Bangalore, India

  
[View profile](https://hashnode.com/@riya1012)

Learning, building, and sharing one step at a time.

## Responses 2

Markdown supported · ⌘↵ to post

[Amit Pal](https://hashnode.com/@palamit9411)

[Jul 17](https://hashnode.com/posts/where-rag-fails-understanding-the-limitations-of-retrieval-augmented-generation/6a59bcd8c42e11cc7b594757/comment/6a5a2eb7cbed192d63448960)

Such a good blog thanks for that quality information 👌

[Ronith Goon](https://hashnode.com/@ronithgoon)

[Jul 17](https://hashnode.com/posts/where-rag-fails-understanding-the-limitations-of-retrieval-augmented-generation/6a59bcd8c42e11cc7b594757/comment/6a59c8d65780b51d4065b4eb)

Very informative 🔥