YouTube contains an incredible amount of knowledge, much of which is locked inside multi-hour videos. Let's extract and summarize with AI!
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diarize.py- download, transrcibe and diarize audio- yt-dlp - download audio tracks of youtube videos
- ffmpeg - decompress audio
- faster_whisper - speech to text
- pyannote - diarization
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chunker.py- break text into parts and prepare each part for LLM summarization -
roller-*.py- rolling summarization- can-ai-code - interview executors to run LLM inference
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compare.py- prepare LLM outputs for webapp -
compare-app.py- summary viewer webapp
This project is under active development and is not ready for production use.