Colin Wilson has said psychic speaking to the ants makes them leave, but I really hate those big black ants too.
A mixture of peanut butter and boric acid can get rid of the ants as they will carry it to the nest. Most of the pesticides sold in the stores are watered down and will only kill the ants you see. The nest must be destroyed and the mixture above will kill the queen.