RAG for Everyone
Free · visual · engineering-first

Learn RAG like a modern AI builder.

Build intuition by inspecting documents, chunks, retrieval results, grounded prompts, eval failures, and GenAI decision journals tied to a real working RAG project.

Plain-language first Prompt-testing labs Retrieval evaluation Portfolio projects
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28chapters live
8modules
1working RAG engine
0signup required

Why This Course Is Different

Built From A Real System

The course is anchored in the Northkeep policy assistant, not detached slides.

Thought Process Included

Learners practice framing, prompting, testing, critique, and decision logs.

Evaluation Over Vibes

Retrieval misses become learning material through Recall@K, MRR, and failure analysis.

Complete learning path

All Chapters

Open roadmap

The sidebar and this chapter map are connected to the same course data. As each chapter is built, it becomes a live lesson with quiz, exercises, practice bank, interview prep, and project work connected at the bottom.