Sous Chef

Sous is an AI culinary tutor that never forgets you. It remembers your struggles, tracks your growth, and adapts to how YOU learn. Finally, education that actually knows its students.

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Inspiration

Had a discussion with whom i'd like to call Mentor. The Education Vertical is underserved as it is. We are preparing for our future, why not equip them with the best shot at making a better future.

What it does

Bridges the gap between student struggles and instructors field of view into how well their students are ingesting knowledge.

How we built it

We built it with Claude Code, React, typescript and vite. Claude AI for Chat and MemMachine for persistent memory.

Challenges we ran into

Implementing the real-time streaming response and speed while saving/pulling memory at the same time.

Accomplishments that we're proud of

Creating this vision for students to get more personalized not generalized education and the instructors can save time and be able to assist all of their students and see where the hidden gaps are to provide a more robust curriculum.

What we learned

That Memory can be applied and 100x your workflows.

What's next for Sous Chef

The Ability to upload curriculum uploads and an area for the students to keep structure notes from what they spoke to sous about plus their personal notes.

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