Definition: to cause something, such as a gun, bomb or firework, to fire or explode.
(This verb has more than one meaning)

E.g.1. They let off the first firework and the crowd cheered.

E.g.2. Gosh! That was a loud bang! It sounded as if someone had let a gun off.

This phrasal verb can be separated.