After you stop taking Celexa, you must wait at least 14 days after stopping an MAO inhibitor. You are taking. Celexa helps to restore the brain's chemical balance by increasing the supply of a chemical messenger in the brain, Celexa may cause relatively few and mild side effects, which tend to go away with continued treatment.