XLANG Lab

Welcome to the Executable Language Grounding (XLANG) Lab! We are part of the HKU NLP Group at the University of Hong Kong. We focus on developing grounded AI agents that empower users to use language to interact with digital and physical environments to carry out real-world tasks. Our systems ground language and perception into code and actions executable in the corresponding environments, including databases (data/coding agent), computers (computer use agent), and the physical world (robotic agent) etc,. Through these agents, we aim to enable non-experts to access complex systems such as databases, software, and robots while unlocking functionalities across existing applications and physical systems that dramatically expand AI capabilities.

xlang-overview

News

April 11, 2024
🔥🔥 We have released  OSWorld,  A unified, real computer env for multimodal agents to evaluate open-ended computer tasks with arbitrary apps and interfaces on Ubuntu, Windows, & macOS!  
Feb 20, 2024
🔥🔥 We have released  ARKS,  a general pipeline for retrieval-augmented code generation (RACG)!  
Oct 18, 2023
🔥🔥 We have released  💥OpenAgents💥,  an open platform designed for language agents in the wild! For more details, you can visit our paper and the code!  
Oct 13, 2023
🔥🔥 We have released  Lemur70B,  🚀 Open & SOTA Foundation Models for Language Agents! The closest open model to GPT-3.5 on 🤖15 agent tasks🤖! ! Check out our paper and feel free to download and use the model at  HuggingFace! 
Aug 8, 2023
The group website is now live!

Acknowledgements

We thank the following institutions for their funding support: Google Research, Amazon AWS, Salesforce Research, and UGC.

Google ResearchAmazon AWSSalesforce ResearchUGC
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