project
Computer Use OOTB - An open-source GUI framework that enables remote control based on the Claude 3.5 Computer Use API.
Computer Use OOTB is an open-source GUI framework that uses the Claude 3.5 Computer Use API to automate computer control. The framework supports cross-platform operation, allowing users to easily deploy it on Windows and macOS systems...
What is Computer Use OOTB?
Computer Use OOTB is an open-source GUI framework that uses the Claude 3.5 Computer Use API to automate computer control. The framework supports cross-platform operation, allowing users to easily deploy GUI automation models on Windows and macOS systems without complex setup. CU-OOTB supports remote control of computers from any device via the internet, including mobile devices such as smartphones, providing convenient remote operation capabilities.
Main functions of Computer Use OOTB
- Cross-platform supportComputer Use OOTB supports local deployment on Windows and macOS operating systems, providing a unified framework for GUI automation.
- API-based automationUse the Claude 3.5 Computer Use API to achieve end-to-end automation from user commands to desktop operations.
- Plug and playAs a plug-and-play solution, it simplifies the deployment process, allowing users to quickly get started with GUI automation features.
- Remote controlIt supports remote control of computers from any device, including mobile devices, via the Internet, improving operational flexibility.
The technical principles of computer use OOTB
- Anthropic-defined Tools: Use the toolset defined by Anthropic, including computer interaction tools, text editing tools, and Bash tools, to perform specific desktop operations.
- Visual information processingReal-time screenshot observation of the environment, independent of metadata or HTML, and adaptable to the high dynamism of the GUI environment.
- Reasoning-Action ParadigmBased on the observation-action paradigm, the model observes the environment before deciding on an action to ensure that the action is appropriate for the current GUI state.
- Historical visual context maintenanceThe model maintains a context of historical screenshots, which accumulate during task operations to help the model make more informed decisions when performing actions.
- Status observation and feedbackThe model will take another screenshot after performing an action to confirm the effect of the action and dynamically decide whether to retry or terminate the execution.
The project address for Computer Use OOTB
- Project official website:computer-use-ootb.github.io
- GitHub repository:https://github.com/showlab/computer_use_ootb
- arXiv technical paper:https://arxiv.org/pdf/2411.10323
Application scenarios of computer use OOTB
- Remote work supportIt supports users to remotely access and control workstations to perform daily work tasks, such as document editing, report writing, and data analysis.
- Automated testingIn software development, automated testing of desktop applications ensures software stability and performance.
- Education and trainingCreate interactive teaching content, automate demonstrations and experiments in the teaching process, and enable remote laboratory operations.
- Home AutomationControl smart home devices, such as lighting, temperature control, and other home management systems.
- Game AutomationPerforming repetitive tasks in video games, such as character leveling and resource collection.