By The Numbers
Why This Book?
Everything you need to become an AI development expert in one comprehensive guide
🎯 Comprehensive Curriculum
From LLM fundamentals to production deployment, covering everything you need to master AI-driven development.
🚀 Hands-On Projects
Build real-world applications including RAG chatbots, vector databases, and AI-powered tools.
🧠 Smart Chatbot Assistant
Ask questions about any content. Select text for context-aware answers. Get instant help while learning.
📖 Spec-Driven Methodology
Learn the proven approach to writing specifications that enable AI to generate high-quality code.
⚡ Modern Tech Stack
FastAPI, React, TypeScript, OpenAI/Gemini, Qdrant, Docker - all the tools professionals use.
🎓 Free & Open Source
Complete code examples, reusable templates, and Claude Code skills included at no cost.
Your Learning Journey
Follow our proven 4-step path from beginner to AI development expert
Master the Foundations
Learn LLM basics, prompt engineering, and AI development fundamentals
Spec-Driven Development
Master the Spec-Kit Plus methodology for AI-assisted coding
Build RAG Systems
Create production-ready chatbots with vector databases
Deploy & Scale
Learn deployment strategies, monitoring, and optimization
Real-World Applications
Learn by building actual AI-powered applications that solve real problems
Documentation Chatbots
Build intelligent assistants that answer questions about your docs, just like this website!
Code Generation Tools
Create AI-powered tools that generate boilerplate code from specifications
Customer Support Bots
Deploy AI agents that handle customer queries using your knowledge base
Research Assistants
Build tools that analyze documents and extract insights from large text corpora
Tech Stack You'll Master
Industry-standard tools and frameworks used by professionals
Frequently Asked Questions
❓ Do I need prior AI/ML experience?
No! This book starts from the basics and gradually builds up to advanced topics. If you can code in Python or TypeScript, you're ready to start.
❓ Is this really completely free?
Yes! All content, code examples, and the interactive chatbot are 100% free. No hidden fees, no signup required.
❓ What AI APIs do I need?
You can use either OpenAI (GPT-4) or Google Gemini (free tier available). We provide examples for both. Qdrant vector database offers a free tier as well.
❓ Can I use this for commercial projects?
Absolutely! All code examples are open source. Build commercial applications, modify the code, and use our patterns in production.
❓ How long does it take to complete?
The entire book takes about 12-15 hours to complete, but you can go at your own pace. Each chapter is self-contained.
❓ Will I build real projects?
Yes! You'll build a complete RAG chatbot system, just like the one on this website. Plus several smaller projects along the way.
Ready to Transform Your Development Skills?
Join thousands learning AI-driven development. Start building intelligent applications today.