Is it possible to maintain a regular relationship with someone with mental illness?

it is but its not advisable

Of course it is! People with a mental disorder are still people and it is always possible to have a regular relationship with a person. Believing that it's not possible is a serious stigma that people with mental disorders have to deal with, and it can be very damaging.