---
title: "Discussion on \"Advanced RAG Patterns & Production Pipelines\" | Hashnode"
description: "Discussion on \"Advanced RAG Patterns & Production Pipelines\". Retrieval-Augmented Generation (RAG) pairs a retriever (finds evidence) with a generator (LLM that writes the answer). Basic RAG works, but at scale you’ll hit accuracy, speed, and maintenance limits. This guide distills the advanced patterns you can..."
url: "https://hashnode.com/posts/advanced-rag-patterns-and-production-pipelines/68b463bc76b31fe579650c9b"
---

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# [Advanced RAG Patterns & Production Pipelines](https://ragpipelinesforeveryone.hashnode.dev/advanced-rag-patterns-and-production-pipelines?utm_source=hashnode&utm_medium=feed)

Retrieval-Augmented Generation (RAG) pairs a retriever (finds evidence) with a generator (LLM that writes the answer). Basic RAG works, but at scale you’ll hit accuracy, speed, and maintenance limits. This guide distills the advanced patterns you can...

Aug 31, 2025 · 6 min read · ragpipelinesforeveryone.hashnode.dev  
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## Written by

[Yash Prashant Sonawane](https://hashnode.com/@yash12991)

@yash12991

  
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