The airport will allow you to take whatever the airline allows. In BA's case it is one carry on bag up to 23Kgs which you must be able to lift into the overhead bin yourself and one personal item which (if you are in Y or Y+) needs to fit under the seat in front of you.
There are size restrictions on these items too which can be seen in Manage My Booking on ba.com.