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UI frameworks
Gradio
Open-source library for quickly building and sharing machine learning model demos.
Overview
Gradio provides a simple API to create interactive UI components for ML models, such as image classifiers or text generators. It is designed for researchers and developers to demonstrate model capabilities with minimal effort, focusing on input/output interfaces rather than complex app logic.
Best for
- ML model demonstrations
- Interactive API testing
Trade-offs
vs Streamlit
Gradio for focused ML model inputs/outputs; Streamlit for building full-featured data applications with complex layouts.
What XeroHack pre-wires
When you pick Gradio in the interview, the engine emits these files into your scaffold:
- Image/Text/Audio Inputs
- Model Prediction Displays
- Examples
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