Artificial Intelligence Setting Up OpenClaw Locally with Ollama (and What I Learned Along the Way) The idea was simple: run a capable, private AI assistant with GPU acceleration and a clean web interface. In reality, it turned into a deep dive into agent systems, model limitations, and performance tuning.