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AI Assistant Engineering

A practitioner's guide to LLMs, RAG, agents, models, and fine-tuning — read it like a book, learn it by building.

A through-line

Read in order, and the chapters compose into one working system.

One-click Colab

Every hands-on runs in the browser. No local setup required.

Diagrams first

Concepts arrive as diagrams before paragraphs.

Clean code

Copy buttons, line highlights, and inline annotations.

Quick start

Start with Part 1 Curriculum How this book works