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FRAMEWORK

Gradio

Rapid ML demo and interface builder that creates shareable web UIs for any Python function.

TARGET QUERY gradio python · ~25K/mo
CREATOR
Hugging Face
LANGUAGE
Python
CATEGORY
Deployment
GITHUB STARS
~33K
LICENSE
Apache 2.0
OVERVIEW Updated 2026-05-17

What It Does

Gradio enables building interactive web interfaces for machine learning models with just a few lines of Python. It handles the frontend, API creation, and hosting, making it the fastest way to demo or deploy ML models as web applications.

Key Features

Gradio offers 30+ pre-built UI components, automatic API generation, share links for instant public access, Hugging Face Spaces integration, custom themes, event-driven programming, real-time streaming, file handling, authentication, and Blocks API for complex layouts.

When To Use It

Use Gradio when you need to quickly demo ML models, create internal tools for model interaction, build prototypes for stakeholder feedback, or deploy simple model interfaces. It excels at going from model to shareable demo in minutes.

Alternatives

Streamlit offers broader data app capabilities. Panel provides more customization for dashboards. Dash excels at production analytics applications. For production APIs without UI, FastAPI is more appropriate.