Not everyone who goes through difficult times needs therapy. However, there is no reason to suffer through a hard time if you are really struggling.
Many people see a therapist, whether alone or with their partner. It doesn’t make you weird or bad to seek help from a professional.
Therapy is a tool for your mental health. It can be incredibly helpful and empowering.