I am not familiar with this front-end - an open source front-end for yt, is that it? I'm using a library called Youtube Transcript API to fetch the transcripts. It is correct that it is the unique identifier at the end of the URL that I use to identify them.
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Great! Yes, "Invidious" is dope, as it allows to set up YouTube channels lists/memberships, without YouTube spying on our activity and interrupting the ads with some minutes of videos (lol). But it has been heavily attacked by YT, lately.