LARP is a language intelligent agent framework designed for role-playing in open world games. It includes cognitive architecture, environmental interaction, and character shaping modules, which allow for the creation of unique characters with distinct backgrounds and personalities, enhancing user interaction with intelligent agents. LARP facilitates flexible problem-solving through refined interaction and coherent long-term memory, helping language models adapt to the complexities of open worlds.