AgentLLM runs autonomous agents entirely in the browser by embedding open-source LLMs. It leverages WebLLM and Chromium’s WebGPU API to perform GPU-accelerated inference client-side, eliminating server dependencies. The project is built upon AgentGPT’s architecture, uses LangChain for agent orchestration, and supports models like WizardLM and Vicuna for goal-oriented autonomous task completion.