Gnats

If they're fruit flies, they'll be attracted to sweet liquors. Get a small bowl and pour in just bit (1/2 oz should do it) of Grand Marnier or Triple Sec. They'll fly into it and drown.

this ^^

Red wine works well, too. You only need a small amount.