---
title: "Discussion on \"RAG System Failures: Common Issues and How to Avoid Them\" | Hashnode"
description: "Discussion on \"RAG System Failures: Common Issues and How to Avoid Them\". Discover the 5 most common RAG system failures in production: poor recall, bad chunking, query drift, outdated indexes, and hallucinations. Learn practical"
url: "https://hashnode.com/posts/rag-system-failures-common-pitfalls-solutions/68ac462044cf7425561a8e57"
---

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# [RAG System Failures: Common Issues and How to Avoid Them](https://amanvj04.hashnode.dev/rag-system-failures-common-pitfalls-solutions?utm_source=hashnode&utm_medium=feed)

Discover the 5 most common RAG system failures in production: poor recall, bad chunking, query drift, outdated indexes, and hallucinations. Learn practical

Aug 25, 2025 · 10 min read · amanvj04.hashnode.dev  
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-   [#ai-failures](https://hashnode.com/tag/ai-failures)
-   [#rag](https://hashnode.com/tag/rag)
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-   [#vector-databases](https://hashnode.com/tag/vector-databases)
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-   [#ai-engineering](https://hashnode.com/tag/ai-engineering)
-   [#production-ai](https://hashnode.com/tag/production-ai)

## Written by

[Aman Vijay](https://hashnode.com/@amanvj04)

@amanvj04 · India

  
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Full Stack Developer

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