Cleaning the Shower Before Caulking?

I want to recaulk the area around the floor of my shower. I understand the area has to be very well cleaned beforehand. What is the best way to do this? Someone told me to use Varsol, but I think this may be too harsh for the tiles?

By Mary Earl from Toronto, ON, Canada