October 3, 2026· ~4 min readGuide: Self-Hosted AI — Ollama, Open WebUI and LiteLLM Run LLMs on your own GPU hardware: Ollama as the serving engine, Open WebUI as the ChatGPT-style frontend, and LiteLLM as an OpenAI-compatible router