She does not recall her mother because she lost her at a young age; her wish when she graduates is to see her mother, even though the magic to do this must be extremely powerful.
The passage describes a woman who has no memory of her mother due to losing her in her youth. Her wish upon graduating is to meet her mother, despite the fact that the magic needed for this would be extremely powerful.