What is Gradio?

Gradio is an open-source Python library that allows you to quickly build web interfaces for machine learning models. It handles the frontend so you can focus on building, from prototypes to production-ready web apps. With over 40 components for various data types, it supports images, audio, video, 3D models, dataframes, and more.

How to use Gradio?

  • Install Gradio with pip, write a few lines of Python to define your model's input and output, and launch the app. You can share it instantly via a public link or deploy it permanently to Hugging Face Spaces for free.

Core features of Gradio

  • Lightning Fast Setup: One command to install, a few lines of Python to launch
  • 40+ Components: Input and output for any data type (Images, Audio, Video, 3D, Dataframes, etc.)
  • Permanent Hosting: Deploy to Hugging Face Spaces for free
  • Share Instantly: Create a public link to your demo running locally in seconds
  • No frontend experience required: No JavaScript, CSS, or frontend experience needed

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