The terms are used interchangeably to refer to a cellular organelle that is responsible for modifying, sorting, and packaging proteins and lipids for secretion or delivery to other organelles.
While "Golgi apparatus" is more traditional, "Golgi complex" is becoming increasingly popular.
Therefore, you can use either term without any issue.
