Yes, Georgian banks offer mortgages to foreign citizens.
You only need a passport and a down payment. Usually, the down payment is 30%, but there are certain grounds to reduce it to 10–20%.
Mortgages are available only for ready properties — for properties under construction, developers offer installment programs.