The goal is to create a webpage where you can search for words and phrases, and then get a list of hits for where Casey utters those words.
So if you'd like to know when he talks about a certain topic, you could just search on this webpage and see all the episodes where he talks about that.
The hard part (or tedious rather) is getting the transcriptions. So far I've only transcribed 10 of the episodes, using the Google Cloud CLI and the Handmade Hero video files hosted as a torrent.
It's pretty easy to get the transcription sources if you're the owner of the youtube videos yourself as youtube automatically does this for closed captions, but as I am not the owner of Casey's youtube channel I had to do it this way instead.
Any help with getting all 500+ transcriptions would be awesome. If you have any kind of transcription tool (they're expensive) or similar, holla at me.
Ultra alpha-version looks like this.
As you can see, it works pretty well. But it's only single words so far, and sometimes the transcriptions aren't 100% correct, as the first "dude" click shows.