---
title: "Discussion on \"Practical Considerations while Designing a Production-Grade RAG System\" | Hashnode"
description: "Discussion on \"Practical Considerations while Designing a Production-Grade RAG System\". Once we understand retrieval, what does it take to make the system work reliably at production scale?"
url: "https://hashnode.com/posts/practical-considerations-while-designing-a-production-grade-rag-system/6aa6589bf04d32b7ac1a8c68"
---

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# [Practical Considerations while Designing a Production-Grade RAG System](https://ankushagg-ai.hashnode.dev/practical-considerations-while-designing-a-production-grade-rag-system?utm_source=hashnode&utm_medium=feed)

Once we understand retrieval, what does it take to make the system work reliably at production scale?

Sep 13 · 15 min read · ankushagg-ai.hashnode.dev  
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## Written by

[Ankush Aggarwal](https://hashnode.com/@ankushagg)

@ankushagg · Bengaluru

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

Principal Data Scientist at Walmart, 11+ years of Experience in ML & AI

Principal Applied AI/ML Scientist

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