In Maple 2024, we introduced several ways for users to interact with Large Language Models (LLMs) and integrate AI into their workflow, including the AI Formula Assistant and the Natural Language Package. With Maple 2025, we're taking this a step further--giving users the ability to generate entire Maple documents through an interactive AI-driven experience.

While LLMs aren't always reliable for solving complex math problems, they excel at explaining concepts and structuring expositions. So why not let AI handle the writing, with your direction and guidance, while Maple takes care of the math? That's exactly what we have done.

This is an early stage Technology Preview, and while there's still plenty of room for improvement and exploration, we wanted to put it in users' hands now because we believe it is already useful.

This features consists of three key commands: Dialog, GenerateDocument, and GenerateDocument[interactive], allowing users to experiment with AI-generated content within Maple.

If you have any feedback or suggestions related to this feature, we'd love to hear them!

Maple 2025 integrates some of the latest natural language models: OpenAI's GPT4o, o1-mini, and o3-mini, at the time of the release of version 2025.0. This leads to better results for any use of AI, whether it is by using the commands in the NaturalLanguage package directly, or by using the AI Formula Assistant.