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< div align = "center" >
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[<img src="readme_files/gradio.svg" alt="gradio" width=400> ](https://gradio.app )< br >
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[](https://github.com/gradio-app/gradio/actions/workflows/backend.yml)
[](https://github.com/gradio-app/gradio/actions/workflows/ui.yml)
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[](https://pypi.org/project/gradio/)
[](https://pypi.org/project/gradio/)
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[](https://twitter.com/gradio)
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[Website ](https://gradio.app )
| [Documentation ](https://gradio.app/docs/ )
| [Guides ](https://gradio.app/guides/ )
| [Getting Started ](https://gradio.app/getting_started/ )
| [Examples ](demo/ )
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| [中文 ](readme_files/zh-cn#readme )
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< / div >
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# Gradio: Build Machine Learning Web Apps — in Python
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$getting_started
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## Questions?
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If you'd like to report a bug or have a feature request, please create an [issue on GitHub ](https://github.com/gradio-app/gradio/issues/new/choose ). For general questions about usage, we are available on [our Discord server ](https://discord.com/invite/feTf9x3ZSB ) and happy to help.
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If you like Gradio, please leave us a ⭐ on GitHub!
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## Open Source Stack
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Gradio is built on top of many wonderful open-source libraries!
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[<img src="readme_files/huggingface_mini.svg" alt="huggingface" height=40> ](https://huggingface.co )
[<img src="readme_files/python.svg" alt="python" height=40> ](https://www.python.org )
[<img src="readme_files/fastapi.svg" alt="fastapi" height=40> ](https://fastapi.tiangolo.com )
[<img src="readme_files/encode.svg" alt="encode" height=40> ](https://www.encode.io )
[<img src="readme_files/svelte.svg" alt="svelte" height=40> ](https://svelte.dev )
[<img src="readme_files/vite.svg" alt="vite" height=40> ](https://vitejs.dev )
[<img src="readme_files/pnpm.svg" alt="pnpm" height=40> ](https://pnpm.io )
[<img src="readme_files/tailwind.svg" alt="tailwind" height=40> ](https://tailwindcss.com )
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[<img src="readme_files/storybook.svg" alt="storybook" height=40> ](https://storybook.js.org/ )
[<img src="readme_files/chromatic.svg" alt="chromatic" height=40> ](https://www.chromatic.com/ )
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## License
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Gradio is licensed under the Apache License 2.0 found in the [LICENSE ](LICENSE ) file in the root directory of this repository.
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## Citation
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Also check out the paper _[Gradio: Hassle-Free Sharing and Testing of ML Models in the Wild](https://arxiv.org/abs/1906.02569), ICML HILL 2019_ , and please cite it if you use Gradio in your work.
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```
@article {abid2019gradio,
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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},
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}
```
