---
title: "#rag-genai-vector-search-llmops-azure-aws-gcp articles | Hashnode"
description: "Explore 2 articles tagged #rag-genai-vector-search-llmops-azure-aws-gcp on Hashnode. Tutorials, guides, and how-tos from the community."
url: "https://hashnode.com/tag/rag-genai-vector-search-llmops-azure-aws-gcp"
---

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# #rag-genai-vector-search-llmops-azure-aws-gcp

2 posts · 0 followers

[Rohit Lokhande](https://hashnode.com/@rohit2301) · [Apr 17, 2025](https://hashnode.com/posts/boosting-llm-performance-with-rag/68008130dd44efd57a294670)

### [Boosting LLM Performance with RAG](https://blog.rohitlokhande.in/boosting-llm-performance-with-rag?utm_source=hashnode&utm_medium=feed)

how RAG boosts LLMs using external data like PDFs and Excel files, with a real estate example showing how to build accurate, context-aware AI from structur

5 min read · [blog.rohitlokhande.in](https://blog.rohitlokhande.in/boosting-llm-performance-with-rag?utm_source=hashnode&utm_medium=feed)

[Sunando Mukherjee](https://hashnode.com/@sunandom) · [Apr 13, 2025](https://hashnode.com/posts/rag-intro/67fb760c1d5e1ab8a3ea289a)

### [What is Retrieval-Augmented Generation and why It matters?](https://ai4ai.hashnode.dev/rag-intro?utm_source=hashnode&utm_medium=feed)

A beginner's introduction to why RAG powers modern GenAI systems.

3 min read · [ai4ai.hashnode.dev](https://ai4ai.hashnode.dev/rag-intro?utm_source=hashnode&utm_medium=feed)