I improved my search engine website for Lemonade Stand episodes

Hey everyone,

A couple weeks ago I built a search engine called https://lemonadesearch.fun that processed all Lemonade Stand episodes (for those interested, it's using a vector DB) and allows you to search for how certain topics were covered or how many times Atrioc has brought up something like China. Sometimes it's nice to just search for moments I remember and rewatch old episodes.

I made a couple improvements:

• New episodes are automatically processed each week
• Massive changes to the search algorithm so hopefully results are more relevant (and I'm planning even more improvements here)
• Improved the UI so it's less cluttered by duplicate results from the same video
• Added a button to fetch more results

So far it only covers Lemonade Stand episodes, but if people are interested I'm considering processing BigA/Atrioc and potentially other channels like Coffeezilla too.

https://preview.redd.it/zhddjwjyb14g1.png?width=1376&format=png&auto=webp&s=f7abccb80552cc425eca30b608eb4b92bcd7368b