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Articles · Rebeauty Atlas

AI

AA Aayushi Patel

Corrective RAG and Self-RAG: Retrieval Systems That Judge Their Own Context

Retrieval-Augmented Generation (RAG) started with a simple promise: ground language models in external knowledge. But early RAG systems had…

Aug 04, 2026 · 16 min read · 0 claps #corrective-rag #self-rag #rags

Corrective RAG and Self-RAG: Retrieval Systems That Judge Their Own Context

AI

SA Sandipan Das

Building a Production-Ready CRAG Pipeline: Smarter Retrieval with Caching, Validation, and…

Retrieval-Augmented Generation (RAG) has become one of the most practical ways to ground LLMs in external knowledge. But in real-world…

Jun 24, 2026 · 4 min read · 0 claps #corrective-rag #upstash #cache

Building a Production-Ready CRAG Pipeline: Smarter Retrieval with Caching, Validation, and…

AI

ST Steve Mathew Jose

Beyond Similarity Search: How Agentic CRAG Retrieves What It Needs, Not Just What It Finds

The Hidden Assumption Behind Most RAG Systems

Jun 03, 2026 · 7 min read · 0 claps #rags #agentic-rag #corrective-rag

Beyond Similarity Search: How Agentic CRAG Retrieves What It Needs, Not Just What It Finds

AI

AD Adil Saeed

When Your RAG Retriever Lies to You: Understanding Corrective RAG (CRAG)

Paper breakdown #01 — Corrective Retrieval Augmented Generation (Yan et al., 2024)

May 12, 2026 · 5 min read · 0 claps #crag #agentic-rag #llm-hallucinations

When Your RAG Retriever Lies to You: Understanding Corrective RAG (CRAG)

AI

NI Nithu Arjunan

RAG Optimization

Building an Advanced RAG System: Adaptive, Self, and Corrective RAG in Action

Apr 09, 2026 · 4 min read · 0 claps #rags #agentic-rag #self-rag

AI

TA Tarun Verma

Design Patterns for AI Applications: Beyond Basic RAG

4 patterns that take your RAG system from demo to production

Mar 21, 2026 · 7 min read · 3 claps #agentic-rag #modular-rag #corrective-rag

ART TCH AI

MU Mustafa Genc

The Architecture of Deception: How RAG Systems Lie to You in Production

Your AI pipeline isn’t crashing. It’s just quietly wrong.

Mar 16, 2026 · 12 min read · 0 claps paywalled #silent-errors-in-rag #rag-observability #corrective-rag

The Architecture of Deception: How RAG Systems Lie to You in Production

AI LIF

AN Ankit Gubrani

Corrective RAG: The Self-Healing Retrieval Layer Your RAG System Desperately Needs

You’ve mastered semantic cache to speed up your RAG system. You’ve implemented context engineering to keep your context lean and relevant…

Nov 20, 2025 · 16 min read · 0 claps #corrective-rag #rags #llm

Corrective RAG: The Self-Healing Retrieval Layer Your RAG System Desperately Needs

ART AI

DH Dharmendra Pratap Singh · Towards Dev

Understanding the Types of RAG: Choosing the Right Retrieval-Augmented Generation Architecture

Introduction

Nov 07, 2025 · 5 min read · 13 claps paywalled #rags #retrieval-augmented-gen #adaptive-design

Understanding the Types of RAG: Choosing the Right Retrieval-Augmented Generation Architecture

AI

AB Abduldattijo · Towards AI

Advanced RAG: Comparing GraphRAG, Corrective RAG, and Self-RAG

You’re Doing RAG Wrong. Let’s Talk About a Real Production System.

Oct 05, 2025 · 6 min read · 33 claps paywalled #graphrag #corrective-rag #self-rag