Get some 22 shot shells. Not sure if you can find them still, but winchester made brass shotshells - crimped on the ends. Work great at short distance. Have used them for years. Still have some too! Some rural hardware stores usually have them.

If not, use the 600-1000 fps pellet rifle as Atrain1 suggested. $30-100 at walmart etc. Lot's of fun.