LLM-Based AI Agent Architecture: A New Kind of Personal Computer on Your Device

The text redefines AI agents not as chatbots, but as a new type of personal computer on a device, featuring a compute core (LLM), memory, and a file system. It highlights that the LLM acts as a CPU, handling computation and forgetting, while external context serves as the AI's memory, split into layers for user preferences and long-term goals.