RETRIEVAL · MORE DEPARTURES

rag-lab

Zero to hero RAG, as an interactive course.

What is it?

A hands-on teaching platform that takes you from your first retrieval pipeline to production concerns like evaluation and security, one lesson at a time.

What I actually built

  • 11 progressive lessons, from basic RAG to security, each a self-contained FastAPI module.
  • Real retrieval in every lesson, with an extractive fallback so it runs without any API key.
  • Optional extras: Docling, Crawl4AI, RAGAS and DeepEval.
  • Next.js
  • FastAPI
  • Groq
  • RAGAS
  • DeepEval
0102030405060708091011Basic RAGSecurityno API key? lessons fall back to extractive answers
Illustration: zero → hero, one lesson per stop.