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Applied AI · 2023

TLDR; Lectures

Searchable lecture transcripts and summaries, built at the VIScon hackathon.

Team project · VIScon hackathon

  • Python
  • Whisper.cpp
  • Django
  • SQLite
  • Cloudflare Workers

Our VIScon 2023 hackathon project uses FFmpeg → Whisper.cpp → overlapping transcript chunks → summaries. Students can search lectures, adjust summary detail, download transcripts, and return to the video.

Originally Django and SQLite on Fly.io, it now runs as a read-only Cloudflare archive. Django exports the pages at build time; a Worker serves them and handles search. The old Fly app is retired.