Flet 1.0: build web, desktop and mobile apps in Python with declarative UI, bundled Python 3.12 to 3.14, on device testing and MCP tools.

Use them to jump-start lessons, build rubrics, anticipate student questions, differentiate assignments, and more.

Create NotebookLM flashcards and quizzes from your sources, check the answers, review missed concepts, and finish with an independent study task.

Thanks to recent Gemma 4 and Qwen releases, you can get some real generative AI work done on your own computer. Here’s how to optimize an Ollama setup.