ROS-LLM is a Robot Operating System framework that integrates large language models for embodied intelligence applications. It bridges natural language interactions with robot control, allowing GPT-4 and ChatGPT to make decisions and control robot motion and navigation. The framework provides easy configuration and extensibility through function interfaces, enabling integration with any ROS-based robot in under ten minutes.