I don't think she's interested in you in a romantic sense. She probably replied out of courtesy.
If you want to be 100% sure about this, ask her out on a date. Something like: "I realized I've never actually asked you out on a date... Shame on me :-P! So, how about dinner tomorrow? I know a nice cozy restaurant in town... pick you up tomorrow at 7 :-)?"