Show HN: Summary Cat, a YouTube Video Summary Generator

41 points

3 years ago

Hello HN!

Please check out Summary Cat (https://www.summarycat.com). It uses OpenAI's GPT-3.5 to summarize YouTube transcripts.

Please note that it only works for

  - *English* videos.
  - videos that are not too long in length.

I'd appreciate any feedbacks, criticisms, or feature requests!! You can also find my contact info in my profile. Thank you in advance.

------------Technical Details---------------

Tech Stack

  - Frontend: HTML/CSS
  - Backend: Python/Flask

APIs:

  - For grabbing YouTube's transcripts: I used youtube-transcript-api (https://pypi.org/project/youtube-transcript-api/)
  - For summarizing the transcripts: I used OpenAI's GPT-3.5-turbo-16k: https://platform.openai.com/docs/guides/gpt.
  - I used GPT-3.5 because GPT-4 is quite a lot more expensive (roughly 10X).

My Prompt (Super Simple!)

  - "please summarize the following text into a few paragraphs:"  + the full transcript.

Thoughts about GPT-4 vs GPT-3.5-Turbo-16k for Summary Cat

  - GPT-4 was 20% better for "summary quality"
  - GPT-4 feels 50% faster
  - However, GPT-4 is about 10X as expensive as GPT-3.5
  - Winner: GPT-3.5-Turbo-16k

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