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Dr. János Karancsi
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Project

VideoLearningTool - video knowledge triage

Desktop app that downloads, transcribes, and LLM-summarises videos for rapid watch/skip decisions.

Role
Sole author
  • Electron
  • JavaScript
  • Python
  • yt-dlp
  • C#
  • .NET 9
  • SQLite
  • OpenRouter

A personal video-knowledge-triage app in three stacks: an Electron UI (clipboard monitoring for video links, download/delete, embedded playback), a Python pipeline (yt-dlp download, webvtt -> transcript, LLM summarisation via OpenRouter with a structured summary/takeaways/actions/timestamps prompt), and a .NET 9 ASP.NET Core Web API (controller + repository, EF, SQLite, Swagger) for link storage. Working prototype with documented Electron IPC bugs; paused since 2026-06-06. Designed to consume Phase 6 gap-analysis output (goal memories with blocking_skills) to tailor learning material.