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Recommended Videos
Curate YouTube videos shown to all users on the Videos page.
Chapter backfill
Detect chapters for existing VideoLessons that don't have any. Prefers YouTube's own chapters, falls back to LLM analysis of the transcript. Processes up to 20 videos per click.
Key Moments backfill
Auto-select 3–5 high-density sentences per video so learners get a 60–90s fast path. Processes up to 50 videos per click; skips videos that already have moments.
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