A remarkably streamlined and simple to use system for using AI and ML models to interact with data. Build interactive data analyses with just a very little code. The demo shows most of everything you need to be productive. Hot reloading; change some of the Python code in your research script, the display updates. Don't need to mess with HTML and Javascript, just a text editor and a web browser.