Have aphids here too. Been just rubbing them off, smashing them as I do that. Of course, I only have 5 Bhuts left after giving three away. Pretty much have them under control now. Maybe I'll find one or two every other day.
I know a lot of people prefer more natural methods but I just use a bug spray gun from the garden centre that's suitable for peppers, they're usually gone in two applications.