Youtube Summarizer Frontend is built off of Techcrunch Summarizer
The only thing I did was reroute the openai api to a custom one that does some smarter things with video summarizatin. It pulls the transcript and map reduces large texts.
This project summarizes TechCrunch articles for you using AI.
This project uses the OpenAI GPT-3 API (specifically, text-davinci-003) and Vercel Edge functions with streaming. It fetches the content on a Techcrunch article, sends it in a prompt to the GPT-3 API to summarize it via a Vercel Edge function, then streams the response back to the application.
Video coming soon on how I built it from scratch!
Projects like this can get expensive so in order to save costs if you want to make your own version and share it publicly, I recommend three things:
- Implement rate limiting so people can't abuse your site
- Implement caching to avoid expensive AI re-generations
- Use
text-curie-001
instead oftext-dacinci-003
in thesummarize
edge function
I'm going to be implementing 1 & 2 for this repo very soon so keep an eye out on that!
After cloning the repo, go to OpenAI to make an account and put your API key in a file called .env
.
Then, run the application in the command line and it will be available at http://localhost:3000
.
npm run dev
Deploy the example using Vercel: