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Gradio: Build Machine Learning Web Apps — in Python

$getting_started

AI Coding Skills

Gradio provides a "skill" that enriches AI coding assistants (like Cursor, Claude Code, Codex, etc.) with Gradio-specific knowledge, so that they can build Gradio apps more effectively. This is especially useful when creating custom Gradio components or styling. Install the Gradio skill for coding assistants with a single command:

gradio skills add

This installs to the shared .agents/skills directory used by Codex, Cursor, OpenCode, and other compatible agents. Use --global to install at the user level (applies to all projects), or an agent flag such as --claude to also create a link in that agent's skills directory.

You can also install a skill for a specific Gradio Space, which generates API usage docs (Python, JS, cURL) on the fly:

gradio skills add abidlabs/en2fr

Questions?

If you'd like to report a bug or have a feature request, please create an issue on GitHub. For general questions about usage, we are available on our Discord server and happy to help.

If you like Gradio, please leave us a ⭐ on GitHub!

Open Source Stack

Gradio is built on top of many wonderful open-source libraries!

huggingface python fastapi encode svelte vite pnpm tailwind storybook chromatic

License

Gradio is licensed under the Apache License 2.0 found in the LICENSE file in the root directory of this repository.

Citation

Also check out the paper Gradio: Hassle-Free Sharing and Testing of ML Models in the Wild, ICML HILL 2019, and please cite it if you use Gradio in your work.

@article{abid2019gradio,
  title = {Gradio: Hassle-Free Sharing and Testing of ML Models in the Wild},
  author = {Abid, Abubakar and Abdalla, Ali and Abid, Ali and Khan, Dawood and Alfozan, Abdulrahman and Zou, James},
  journal = {arXiv preprint arXiv:1906.02569},
  year = {2019},
}