No. She has to give you reasonable notice in writing.
If you are sharing amenities with her then you are a lodger rather than a tenant so she can give notice but it is no less than 14 days and, in truth, normally 28 and it must be in writing.
Can't just tell you to go.
Can I clarify anything for you?