Run Open WebUI with Ollama on a small VPS (CPU only)

Most Open WebUI tutorials assume you have a GPU on your desk. Plenty of people don't. They have a 4 GB or 8 GB VPS and want a private chat UI with a small local model, plus maybe an API key for the he