---
title: "Discussion on \"Beyond RAG: What Actually Happens When AI Systems Go to Production?\" | Hashnode"
description: "Discussion on \"Beyond RAG: What Actually Happens When AI Systems Go to Production?\". Almost every software engineer, computer science student, and weekend hacker has built a retrieval-augmented generation (RAG) prototype. You throw a PDF into a chunking pipeline, generate vector embed"
url: "https://hashnode.com/posts/beyond-rag-what-actually-happens-when-ai-systems-go-to-production/6aabb01be78175168aaeb935"
---

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# [Beyond RAG: What Actually Happens When AI Systems Go to Production?](https://yashthakur.hashnode.dev/beyond-rag-what-actually-happens-when-ai-systems-go-to-production?utm_source=hashnode&utm_medium=feed)

Almost every software engineer, computer science student, and weekend hacker has built a retrieval-augmented generation (RAG) prototype. You throw a PDF into a chunking pipeline, generate vector embed

Sep 17 · 5 min read · yashthakur.hashnode.dev  
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## Written by

[Yash Thakur](https://hashnode.com/@yashthakur0619)

@yashthakur0619 · India

  
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