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Jupyter AI is a user-friendly and powerful tool that allows users to apply generative AI to their notebooks. It offers a variety of LLM providers and models to choose from, providing assistance and generating code and explanations. Users can teach Jupyter AI about specific files or topics, enabling them to ask questions and receive helpful responses. The tool also allows users to generate new notebooks based on specific prompts, making it easy to create tutorials and explore different subjects. With features like variable interpolation and embedding models, Jupyter AI offers a personalized and interactive experience for users to work with AI models directly in their notebooks.