---
title: "#crag articles | Hashnode"
description: "Explore 4 articles tagged #crag on Hashnode. Tutorials, guides, and how-tos from the community."
url: "https://hashnode.com/tag/crag"
---

Tag

# #crag

4 posts · 0 followers

[Tanish Rajput](https://hashnode.com/@tanish26) · [Feb 22](https://hashnode.com/posts/rag-vs-crag-navigating-the-future-of-ai-response-generation/699ab0411ed670bf22a709bd)

### [RAG vs. CRAG: Navigating the Future of AI Response Generation](https://tanish-rajput.hashnode.dev/rag-vs-crag-navigating-the-future-of-ai-response-generation?utm_source=hashnode&utm_medium=feed)

Discover the differences between RAG and CRAG in AI response generation, learning about their architectures and real-world applications.

13 min read · [tanish-rajput.hashnode.dev](https://tanish-rajput.hashnode.dev/rag-vs-crag-navigating-the-future-of-ai-response-generation?utm_source=hashnode&utm_medium=feed)

[MANOJ KUMAR](https://hashnode.com/@manojofficialmj) · [Aug 23, 2025](https://hashnode.com/posts/where-rags-fail-a-beginner-friendly-guide-to-reliable-rag/68a96d1e74b915fc20273d09)

### [Where RAGs Fail - A Beginner Friendly Guide to Reliable RAG (Retrieval Augmented Generation)](https://bcapathshala.hashnode.dev/where-rags-fail-a-beginner-friendly-guide-to-reliable-rag?utm_source=hashnode&utm_medium=feed)

What RAG is, why it’s safer than plain LLMs, common failure modes, hallucination risks, and practical fixes you can use today

9 min read · [bcapathshala.hashnode.dev](https://bcapathshala.hashnode.dev/where-rags-fail-a-beginner-friendly-guide-to-reliable-rag?utm_source=hashnode&utm_medium=feed)

[1](https://hashnode.com/posts/where-rags-fail-a-beginner-friendly-guide-to-reliable-rag/68a96d1e74b915fc20273d09)

[Shivprasad Roul](https://hashnode.com/@shivprasadroul) · [Aug 21, 2025](https://hashnode.com/posts/my-rag-pipeline-keeps-failing-heres-how-im-fixing-it/68a69e4c492aef203103ff08)

### [My RAG Pipeline Keeps Failing: Here’s How I’m Fixing It](https://shivprasadroul.hashnode.dev/my-rag-pipeline-keeps-failing-heres-how-im-fixing-it?utm_source=hashnode&utm_medium=feed)

Moving beyond basic RAG to handle the messy reality of user queries, from typos and ambiguity to full-on self-correction.

7 min read · [shivprasadroul.hashnode.dev](https://shivprasadroul.hashnode.dev/my-rag-pipeline-keeps-failing-heres-how-im-fixing-it?utm_source=hashnode&utm_medium=feed)

[Sintu K](https://hashnode.com/@sintu009) · [Aug 21, 2025](https://hashnode.com/posts/advanced-rag-concepts-scaling-and-optimizing-for-production/68a6a9a9706785782b0d3249)

### [Advanced RAG Concepts: Scaling and Optimizing for Production](https://sintu.hashnode.dev/advanced-rag-concepts-scaling-and-optimizing-for-production?utm_source=hashnode&utm_medium=feed)

Advanced RAG Concepts: Scaling and Optimizing for Production

2 min read · [sintu.hashnode.dev](https://sintu.hashnode.dev/advanced-rag-concepts-scaling-and-optimizing-for-production?utm_source=hashnode&utm_medium=feed)