π¨ Gradio Flashcards
Build, share, and demo machine learning apps effortlessly in Python
π‘ What is Gradio?
Gradio is a Python library that lets you create interactive web apps for ML models quickly without needing frontend skills.
β‘ Fast Prototyping
Turn a Python function into a shareable web interface in minutes, making it easy to demo models to non-technical users.
π Component Library
Supports input/output components like text, images, audio, video, sliders, and dropdowns for interactive demos.
π Easy Sharing
Gradio generates public share links so others can try your app without installing anything locally.
π€ Model Integration
Works seamlessly with Hugging Face models, TensorFlow, PyTorch, OpenAI APIs, and custom Python ML pipelines.
π Live Demos
Use Gradio to create interactive examples for research papers, tutorials, and AI model showcases.
π¦ Hugging Face Spaces
Deploy Gradio apps for free on Hugging Face Spaces to reach a global audience instantly.
π§ͺ Testing & Feedback
Collect real-time user feedback to improve your model and test different variations interactively.
π Code Simplicity
Minimal boilerplateβwrap your Python function with gr.Interface
and launch the app with .launch()
.
π Event Handling
Supports complex workflows with event listeners, state management, and custom JS callbacks.
πΌ Gallery Hosting
Showcase your Gradio apps in the Hugging Face Gradio Gallery to increase visibility and community use.
π Common Use Cases
ML demos, AI chatbots, audio transcription, image classification, RAG demos, and educational tools.