---
title: "Discussion on \"Your AI App Doesn't Need a Fine-Tuned Model It Needs Better Retrieval\" | Hashnode"
description: "Discussion on \"Your AI App Doesn't Need a Fine-Tuned Model It Needs Better Retrieval\". Most AI applications don't have a model problem.\nThey have a context problem.\nIf you've spent any time building AI applications, you've probably heard the same advice:\n\"You should fine-tune your model"
url: "https://hashnode.com/posts/your-ai-app-doesn-t-need-a-fine-tuned-model-it-needs-better-retrieval/6a38c5db98aea9b02aaa2885"
---

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# [Your AI App Doesn't Need a Fine-Tuned Model It Needs Better Retrieval](https://vectorverse.hashnode.dev/your-ai-app-doesn-t-need-a-fine-tuned-model-it-needs-better-retrieval?utm_source=hashnode&utm_medium=feed)

Most AI applications don't have a model problem. They have a context problem. If you've spent any time building AI applications, you've probably heard the same advice: "You should fine-tune your model

Jun 22 · 6 min read · vectorverse.hashnode.dev  
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## Written by

[Priyanka D](https://hashnode.com/@querylogs)

@querylogs · Bengaluru, India

  
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Breaking down modern AI systems to know how they work, why they matter, and what’s behind them

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