---
author: "Umesh Malik"
canonical: "https://umesh-malik.com/blog/tag/genai"
description: "Explore articles tagged with GenAI by Umesh Malik — AI Engineer, LLM & GenAI Developer. Learn GenAI best practices, practical tips, and in-depth guides."
title: "Umesh Malik's Blog - GenAI Articles | GenAI Tutorials"
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# GenAI

1 article

 [![The stages of a production retrieval-augmented generation pipeline](https://umesh-malik.com/blog/build-rag-pipeline-from-scratch-cover.png)

AI Engineering • Jun 8, 2026

### Build a RAG Pipeline From Scratch: Production Patterns That Matter

Build a RAG pipeline from scratch: chunking, embeddings, retrieval, reranking, grounded generation, and the production patterns that decide whether it works.

7 min read

Read more →](https://umesh-malik.com/blog/build-rag-pipeline-from-scratch)