Gradio

About Gradio

Gradio is the fastest way to create web-based demos for machine learning models. With just a few lines of Python code, you can build a user-friendly interface for any ML model and share it instantly through a public link or embed it into a Jupyter notebook. Whether you're building tools for research, education, or production, Gradio helps you turn models into accessible, interactive applications.

How Gradio Works

Simple Integration with Python

Gradio integrates seamlessly with your existing Python workflow. You can wrap any function—whether it’s for image classification, speech recognition, or chatbot interactions—into a Gradio interface. Installation is quick using pip, and you can launch your first app in seconds.

Launch and Share Instantly

Each Gradio app can generate a shareable public link so collaborators, clients, or users can test your model directly from their own devices. No need to deploy separate infrastructure—Gradio handles hosting, or you can deploy on Hugging Face Spaces for permanent public access.

Key Features of Gradio

Low-Code Interface Creation

Turn Python functions into beautiful web UIs with minimal effort. Use built-in components like text boxes, image uploaders, sliders, dropdowns, and more.

Real-Time AI App Support

With innovations like FastRTC, Gradio supports low-latency, real-time AI interactions—ideal for live chatbots, video analysis, or audio processing.

Flexible Hosting Options

Run Gradio locally, within a Jupyter notebook, or host it online via Hugging Face. Hosting provides a reliable, persistent link for ongoing access and sharing.

Community and Templates

Explore and fork public demos in the Gradio Playground. Leverage open-source templates and join a growing developer community building accessible AI tools.

Use Cases

ML Researchers

Publish interactive demos alongside research papers, allowing others to test and understand your models with no setup.

Educators

Teach students machine learning concepts through hands-on interaction with real models.

Developers and Startups

Quickly prototype AI-powered apps and gather feedback by sharing live, interactive examples with stakeholders or potential users.

Enterprises and Teams

Demo internal ML models securely within teams or integrate model testing into the development workflow.

Trusted by Innovators

Gradio is used by thousands of developers and researchers at companies and institutions including Google, Facebook, Amazon, Twitter, MIT, Stanford, and Hugging Face. From AI-powered chatbots to real-time video analysis, Gradio helps bring ML ideas to life faster.