An open-source Python package called Gradio makes it easier to develop web-based user interfaces for machine learning algorithms. It enables researchers and developers to create interactive model demos with little coding, making them usable by non-technical people. Gradio may be shared as stand-alone web apps or integrated into Jupyter notebooks. It also supports integration with a number of Python tools. Automatic creation of shareable links, support for various input and output formats (text, music, and photos), and compatibility with Hugging Face Spaces for hosting apps are some of the features. Gradio is frequently used to showcase models in domains including data science, computer vision, and natural language processing because of its adaptability and user-friendly interface.