It happened just after 9 am on Inyo and F streets.
Police say the woman was stabbed in her upper body and hand.
She was taken to the hospital and is expected to survive.
Police are still searching for a suspect and have not said what may have led to the attack.
Anyone with more information is asked to contact the Fresno Police Department.