We are happy to release MMBench-GUI, a hierarchical, multi-platform benchmark framework and toolbox, to evaluate GUI agents. MMBench-GUI is comprising four evaluation levels: GUI Content Understanding ...

Aider is a “pair-programming” tool that can use various providers as the AI back end, including a locally running instance of Ollama (with its variety of LLM choices). Typically, you would connect to ...

A fully-featured, GUI-powered local LLM Agent sandbox with complete support for the MCP protocol. Empower your Large Language Models (LLMs) with true "Computer Use" capabilities. EdgeBox is a powerful ...

Abstract: Effective User Interface (UI) and User Experience (UX) design are essential for digital applications, crucial for enhancing user interactions and engagement. Developing a high-quality UI is ...

Abstract: Unit testing is an important practice that helps ensure the quality of a software system by validating its behavior through a series of test cases. Core to these test cases are assertion ...