LLM-VM is a backend server framework designed to give LLMs advanced capabilities including tool usage, persistent stateful memory, and live data augmentation. It supports running models locally or via API, offers a web playground and API endpoints, and provides student-teacher distillation for model optimization. The system acts as middleware between users and LLMs, enabling agent-like behavior through function calling and memory management.