What can owner of house do to make me leave after I have been here 21/2 years

Owner can give you 60 days notice to get out and then evict based on GA law. Since you had permission to be at the residence, you cannot effectively make a claim based on the time that you have been at the residence (adverse possession). Perhaps you have a contract claim for wages or some other promise? Seems like a long shot. See an attorney.