How to end a relationship where two people live together?

I have been living with my current girlfriend for a little over 3 years now. We both mutually agreed that we should probably not be together. However, she has no where to go and I am already on the prowl so to speak. How can I get her to move out swiftly without sounding rude or admitting that I am looking for another partner already? Thank you in advance.