Use one pipeline to ingest long videos and convert them into reusable notes.
Long videos are rich but hard to revisit.
Segmenting transcript by topic first makes note extraction much cleaner.
Store outputs in one note record so search, tags, and review stay connected.
This gives you a living knowledge base instead of one-off summaries.
Use one workflow for transcripts, structured notes, flashcards, and quizzes so every class becomes easier to review.
Keep exploring adjacent topics and strengthen internal topic coverage.