If your dies are flat it would be easy. However, as has already been said, all you need is a hand hammer.
However, if you've never forged before, I'd recommend working with some simple steel first. Get comfortable with a hammer, understand how the steel is going to move, and generally learn what you're doing before you try forge welding...
-d