What is Gradio?
Gradio is an open-source Python library that allows you to build and share machine learning app interfaces quickly. With just a few lines of Python code, you can create customizable UI components for TensorFlow, PyTorch models, or any Python function. The library is designed to be user-friendly, requiring no knowledge of web development technologies like HTML or CSS. You can share your apps with a public link or host them permanently on platforms like Hugging Face Spaces.
Key Features:
🛠️ Simple Setup: Install and integrate Gradio with just a couple of lines of code. No web development skills required.
🎨 Pre-Built Components: Choose from over 30 components like textboxes, sliders, and image uploaders to build diverse interfaces.
🔗 Easy Sharing: Generate public links to share your demos or host them permanently on Hugging Face Spaces.
🚀 Real-Time Interactions: Support for low-latency streaming makes real-time applications like chatbots and video streaming possible.
Use Cases:
Prototyping Machine Learning Models: A data scientist can quickly create a web interface to demo their machine learning model to stakeholders without needing a full-fledged web development team.
Educational Tools: Teachers can build interactive educational tools like tax calculators or language tutors using Gradio and share them with students via a simple link.
Internal Tools for Businesses: Companies can develop internal tools for tasks like data analysis or customer service chatbots and deploy them for employee use without the need for extensive web development resources.
Conclusion:
Gradio is an invaluable tool for machine learning practitioners and developers looking to create interactive demos and applications with minimal effort. Its simplicity, combined with powerful features like pre-built components and easy sharing options, makes it a go-to solution for showcasing machine learning models and Python functions. Whether you're prototyping or deploying production-ready apps, Gradio streamlines the process and enhances collaboration.
More information on Gradio
Launched
2019-03
Pricing Model
Free
Starting Price
Global Rank
152083
Follow
Month Visit
331K
Tech used
Google Analytics,Google Tag Manager,Google Fonts,Vercel,HSTS,Amazon AWS S3
Top 5 Countries
13.19%
12.79%
8.37%
7.35%
3.85%
United States
China
India
Korea, Republic of
Brazil
Traffic Sources
1.75%
0.58%
0.06%
7.35%
49.18%
41.08%
social
paidReferrals
mail
referrals
search
direct
Source: Similarweb (Sep 24, 2025)
Gradio was manually vetted by our editorial team and was first featured on 2023-03-07.
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