In difficult, severe cases it may be useful to approach the depression from multiple angles simultaneously: talk therapy, meds, self-help, exercise, diet, sleep, therapeutic relocation or detachment (get away from significant stressors), etc.
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My dog

mastered the "fetch" command. He would communicate he wanted something, and I would fetch it.