ai services

A practical, copy/paste-friendly guide for Linux power users to self-host private, predictable-cost AI: install Ollama for a local LLM API, add Open WebUI, use Whisper for offline transcription, wire up a lightweight RAG stack with Qdrant + embeddings, and optionally proxy with Nginx—no cloud or lock-in, fully Bash-scriptable on modest CPU/GPU hardware.