Does This Sound Like You?

✓ Too many RAGs. Not sure which one you actually need?
✓ GraphRAG, Agentic RAG, Self-RAG, CRAG, RAPTOR… but when should you use each?
✓ Tired of choosing architectures because they sound advanced?
✓ Want to design RAG like a Production AI Engineer — problem first, architecture second?

This guide gives you the decision framework.

9 Modern RAG Approaches

Know when to use RAPTOR, GraphRAG, HippoRAG, CRAG, Self-RAG, Agentic RAG and more.

7-Step RAG Pipeline

Understand the core flow from knowledge and representation to retrieval, context, generation, and control.

The RAG Decision Tree + GitHub Repos

Choose the right RAG based on your data, retrieval needs, and system complexity. Get the key resources behind the modern RAG approaches in one place.

20+

of AI/ML Engineering

A practical roadmap built from 20+ years building AI systems and 400+ Production AI Agents, condensed into one guide.

Join 46,000 Engineers

in my AI Community and Get Your Free Guide!