Should I tell my boss?

I've just found out I'm pregnant. I haven't told anyone other than my partner. My boss wants to see me this afternoon to plan out my responsibilities for the rest of the year.
I feel bad making commitments knowing I can't fullfill them.
Should I tell her now?