They are not "unarmed", it is just that they do not generally carry firearms[1].

If we were to try walking around with batons, truncheons, handcuffs as they do, we'd be arrested for carrying offensive weapons.

[1] Some routinely carry Tasers, which are counted as "firearms" here.