---
title: "Discussion on \"Where RAG Fails\" | Hashnode"
description: "Discussion on \"Where RAG Fails\". ⚠️ Common RAG Failure Cases and How to Fix Them\nRetrieval-Augmented Generation (RAG) has become one of the most effective techniques for grounding Large Language Models (LLMs) in external knowledge. Instead of relying only on pre-trained data, RAG re..."
url: "https://hashnode.com/posts/where-rag-fails/68b45fecd673a53e13866765"
---

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# [Where RAG Fails](https://ragfailureforeveryone.hashnode.dev/where-rag-fails?utm_source=hashnode&utm_medium=feed)

⚠️ Common RAG Failure Cases and How to Fix Them Retrieval-Augmented Generation (RAG) has become one of the most effective techniques for grounding Large Language Models (LLMs) in external knowledge. Instead of relying only on pre-trained data, RAG re...

Aug 31, 2025 · 3 min read · ragfailureforeveryone.hashnode.dev  
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[Yash Prashant Sonawane](https://hashnode.com/@yash12991)

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