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Gradio

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Open-source Python library for building and sharing web UIs and demos for machine-learning models, with free hosting on HF Spaces.

What it does

Gradio is an open-source Python library for quickly building web interfaces and demos for machine-learning models. In a few lines of Python, with no JavaScript or CSS, developers wrap models with 40+ input/output components, launch locally, create instant shareable public links, and deploy permanently and free to Hugging Face Spaces.

Core features

Build ML web UIs in a few lines of Python
40+ input/output components
Instant shareable public demo links
Free permanent hosting on Hugging Face Spaces
No frontend (JS/CSS) required
JavaScript client for custom frontends

Best for

Demoing ML models to clients or colleagues
Prototyping model interfaces quickly
Sharing live demos via public links
Deploying apps on Hugging Face Spaces
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Reviews

Big-picture takes: what it's for and whether it delivers. High-engagement YouTube videos — not sponsored.

Tutorials

Step-by-step: exactly how to get things done with it.