How to Build an AI-Powered Personal Assistant with Open Source Models (2026 Guide)

Step-by-step guide to building a private AI personal assistant using DeepSeek, Llama 4, and Ollama on your own hardware. No subscriptions, no data leaks — just a powerful local AI you actually control.