Our lab is actively engaged in projects focused on creating language model agents that translate language instructions into executable actions across real-world domains such as databases (data agent), web applications (plugins/web agent), and the physical world (robotic agent) etc. We are currently developing an open-source framework to facilitate the construction and assessment of these agents, starting with XLang Agent demos. In the coming months, we'll open-source essential projects like frameworks, models, methods, and benchmarks, aiming to establish a robust community dedicated to building capable multifunctional agents.