As controversial as it sometimes can be, ECT can be a very effective treatment option for people who aren't responding to antidepressants. It can bring you out of the depression fairly quickly and then either be used as maintenance therapy or medication can be used to continue to treat the depression, along with therapy.

Please consider it. It may bring you out of the darkness.