---
title: "Discussion on \"From Basics to Production: Mastering Retrieval-Augmented Generation (RAG) with Large Language Models (LLMs)\" | Hashnode"
description: "Discussion on \"From Basics to Production: Mastering Retrieval-Augmented Generation (RAG) with Large Language Models (LLMs)\". I had stayed away from Large Language Models (LLMs) for far too long, but recently, I embarked on a journey to dive deep into this fascinating field. My focus has been mainly on understanding Retrieval-Augmented Generation (RAG). This powerful techni..."
url: "https://hashnode.com/posts/from-basics-to-production-mastering-retrieval-augmented-generation-rag-with-large-language-models-llms/66caada15b9287c1681b1fb4"
---

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[Madhusudhan Anand](https://hashnode.com/@maddymaster)

Research, Data Science, Entrepreneurship, Climate, Self-improvement, Tech, writing, thinking, exploring, doing and dreaming big

Aug 25, 2024

# [From Basics to Production: Mastering Retrieval-Augmented Generation (RAG) with Large Language Models (LLMs)](https://worldversant.com/from-basics-to-production-mastering-retrieval-augmented-generation-rag-with-large-language-models-llms?utm_source=hashnode&utm_medium=feed)

I had stayed away from Large Language Models (LLMs) for far too long, but recently, I embarked on a journey to dive deep into this fascinating field. My focus has been mainly on understanding Retrieval-Augmented Generation (RAG). This powerful techni...

worldversant.com 12 min read

[#llm](https://hashnode.com/tag/llm) [#rag](https://hashnode.com/tag/rag) [#python](https://hashnode.com/tag/python)

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