Welcome to the official repository for TaskMatrix.AI, an AI ecosystem that aims to connect foundation models with millions of APIs for task completion. Unlike previous work that focused on improving a single AI model, TaskMatrix.AI utilizes existing foundation models as a central system and APIs of other AI models and systems as sub-task solvers to achieve diverse tasks in both digital and physical domains. Visual ChatGPT serves as an example of how TaskMatrix.AI can be applied to the visual domain.
What sets TaskMatrix.AI apart is its paradigm shift in AI development. Instead of solely enhancing a single AI model, TaskMatrix.AI leverages a combination of foundation models and APIs to accomplish a broad range of tasks. You can find the associated paper for TaskMatrix.AI on arXiv.org. Additionally, an online system is currently under development and will be released in the near future.
The TaskMatrix.AI repository provides researchers and developers with the necessary code and resources for visual ChatGPT and the wider TaskMatrix.AI ecosystem. This platform empowers users to create diverse AI applications by utilizing various foundation models and APIs from different AI models and systems. This innovative approach has the potential to revolutionize AI development in both digital and physical domains.
To gain a deeper understanding of TaskMatrix.AI’s functionality and capabilities, users can review the documentation, code, issues, pull requests, and contributions within the GitHub repository. Explore the repository to uncover the limitless possibilities that TaskMatrix.AI offers for advancing AI technologies.
