EVERYTHING AIAI engineering, made visual
Visual edition planned
Phase 11 · Lesson 06BuildPython1.3 h17 lessons in phase

RAG (Retrieval-Augmented Generation)

Your LLM knows everything up to its training cutoff. It knows nothing about your company's docs, your codebase, or last week's meeting notes. RAG solves this by retrieving relevant documents and stuffing them into the prompt. It's the most deployed pattern in production AI. If you build one thing from this course, build a RAG pipeline.

Visual edition planned

This lesson isn’t interactive yet.

It is part of the curriculum and will get the same treatment as Phase 1 — a visual cover, hands-on labs, derivations with numeric checks and a quiz. Until then, the original lesson is the best place to read it:

Part of Phase 11LLM Engineering. Use the previous / next cards below to keep browsing the phase.