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Store unit files, rubrics and lecture materials
Persistent file library
All academic files, stored once
MukBooks now reads uploaded resources from the shared AppState database so files remain available after refresh, restart and new Tutor conversations.
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How it works
Files are written to the shared AppState database, linked back to course records, and indexed into the Tutor knowledge pipeline so future sessions can retrieve them again.
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How it works
Every file is linked to a unit or topic and made available to the AI Tutor for rubric-aware feedback and lesson generation.