---
title: "Discussion on \"Why Your RAG System Returns Irrelevant Results (And How to Fix It)\" | Hashnode"
description: "Discussion on \"Why Your RAG System Returns Irrelevant Results (And How to Fix It)\". Introduction\nYou've built your RAG system. It's supposed to retrieve the right information and generate accurate answers. But instead, it's pulling up random documents that have nothing to do with the question.\nSound familiar?\nThis is one of the most..."
url: "https://hashnode.com/posts/why-your-rag-system-returns-irrelevant-results-and-how-to-fix-it/692726da9b784b9c5b380235"
---

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# [Why Your RAG System Returns Irrelevant Results (And How to Fix It)](https://ragbuilder.hashnode.dev/why-your-rag-system-returns-irrelevant-results-and-how-to-fix-it?utm_source=hashnode&utm_medium=feed)

Introduction You've built your RAG system. It's supposed to retrieve the right information and generate accurate answers. But instead, it's pulling up random documents that have nothing to do with the question. Sound familiar? This is one of the most...

Nov 26, 2025 · 6 min read · ragbuilder.hashnode.dev  
Updated Jan 5  
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## Written by

[Abdullah Syedali](https://hashnode.com/@abdullahab)

@abdullahab · India

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

From Data Engineer to AI Engineer: Building RAG Systems in Public

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