How exactly do you make vocabulary?

I want to make an apriori language (meaning not derived from an existing language) but I'm having trouble coining roots

How do you make roots? The way I see other people doing it is to just assign arbitrary syllables to meanings, eitherby making it up or using a generator, but that just feels so wrong to me, I don't like that it's arbitrary, what can I do instead?