Hands-on tutorials
Build Guides
Short, practical builds you can complete in an afternoon. Each one is one chapter from a full course on Local AI Master.
30 minutes
Build a RAG Chatbot in 30 Minutes
A working RAG chatbot you can ask questions about your own documents — running 100% locally, no API keys, no cloud.
60 minutes
Build a Voice AI Agent in 60 Minutes
A realtime voice agent that listens, thinks, and talks back — sub-second latency, runs entirely on your own machine.
10 minutes
Run Llama 3 Locally in 10 Minutes
Llama 3.1 running on your own laptop in 10 minutes. No API key, no usage limits, no data leaving your machine.
45 minutes
Build Your First MCP Server
A working MCP server that exposes tools to Claude Desktop, Cursor, or your own agent — built from scratch in under an hour.
3-4 hours (mostly waiting for training)
Fine-Tune an LLM on Your Own Data
A LoRA fine-tune of Llama 3.1 8B on your own data, trained on a single consumer GPU and runnable in Ollama — start to finish in one afternoon.