LearnHub

Overview

A learning environment where an AI tutor, your own documents and the standard study tools are one product. Notes, flashcards, quizzes and study plans are generated from and grounded in the material you actually bring.

The problem

A chatbot bolted onto a course does not help anyone learn. The useful version needs the tutor to be grounded in the learner’s own documents, and needs generated material to feed a recall loop rather than sit in a transcript.

What we built

Retrieval over uploaded documents grounds the tutor in real source material, and the same pipeline produces notes, flashcards and quizzes. Study plans sequence that material so the generated artifacts become a schedule instead of a pile.

Worth knowing

• RAG over user-supplied documents, so answers cite the material rather than the model.