---
title: "Discussion on \"A Complete Guide to Retrieval Augmented Generation (RAG): From Theory to Practice with JavaScript\" | Hashnode"
description: "Discussion on \"A Complete Guide to Retrieval Augmented Generation (RAG): From Theory to Practice with JavaScript\". In the daily evolution of artificial intelligence, one technique has emerged as a game-changer for making Large Language Models (LLMs) more accurate, reliable, and up-to-date: Retrieval Augmented Generation (RAG). As we navigate through 2025, RAG has..."
url: "https://hashnode.com/posts/a-complete-guide-to-retrieval-augmented-generation-rag-from-theory-to-practice-with-javascript/68a5e9ad9b2c73e7ae92d883"
---

[Feed](https://hashnode.com/feed) /

Discussion

# [A Complete Guide to Retrieval Augmented Generation (RAG): From Theory to Practice with JavaScript](https://amanvj04.hashnode.dev/a-complete-guide-to-retrieval-augmented-generation-rag-from-theory-to-practice-with-javascript?utm_source=hashnode&utm_medium=feed)

In the daily evolution of artificial intelligence, one technique has emerged as a game-changer for making Large Language Models (LLMs) more accurate, reliable, and up-to-date: Retrieval Augmented Generation (RAG). As we navigate through 2025, RAG has...

Aug 20, 2025 · 11 min read · amanvj04.hashnode.dev  
Updated Aug 21, 2025  
Read the article

-   [#rag](https://hashnode.com/tag/rag)
-   [#genai](https://hashnode.com/tag/genai)
-   [#ai](https://hashnode.com/tag/ai)
-   [#llm](https://hashnode.com/tag/llm)
-   [#javascript](https://hashnode.com/tag/javascript)
-   [#programming](https://hashnode.com/tag/programming)
-   [#qdrant](https://hashnode.com/tag/qdrant)
-   [#langchain](https://hashnode.com/tag/langchain)
-   [#chaiaurcode](https://hashnode.com/tag/chaiaurcode)

## Written by

[Aman Vijay](https://hashnode.com/@amanvj04)

@amanvj04 · India

  
[View profile](https://hashnode.com/@amanvj04)

Engineer

Full Stack Developer

## Responses

Markdown supported · ⌘↵ to post

No responses yet.