Online CourseComing Soon

RAG From Scratch

RAG is the backbone of modern AI knowledge systems. This course takes you from basic document retrieval to advanced hybrid search, re-ranking, citation generation, and multi-modal RAG. Build systems that actually retrieve the right information.

LevelIntermediate to Advanced
FormatVideo Course + Code
Coming Soon

Coming soon

This full course is in production. The playbook above is available now.

Created by Scribi StudioAI & Big Data Engineering, freelance ai agents for companies. Methods used on client projects generating €10,000+ from ai systems.

What You'll Learn

Chunking & embedding strategies
Vector DB selection & tuning
Query transformation
Re-ranking & fusion
Evaluating RAG performance

What's Included

Vector database fundamentals
Embedding strategies
Hybrid search & re-ranking
Citation & attribution
Multi-modal RAG