RAG: Retrieval Augmented Generation

Master RAG systems from basics to advanced agentic patterns for building knowledge-intensive AI applications. Course 06 · Build · 11 lessons · ~18h

Lessons

#	Lesson	Duration	Level
1	Introduction to RAG Systems	50 min	beginner
2	Vector Databases & Embeddings	55 min	intermediate
3	Chunking Strategies	50 min	intermediate
4	Retrieval Methods	55 min	intermediate
5	Building a Basic RAG System	60 min	intermediate
6	Advanced RAG Techniques	55 min	advanced
7	Hybrid Search	50 min	intermediate
8	RAG Evaluation Metrics	55 min	advanced
9	Agentic RAG	60 min	advanced
10	RAG in Production	65 min	advanced
11	Graph RAG and Knowledge Graphs	60 min	advanced
Start here: Introduction to RAG Systems