This is a single-arm, multi-centre, phase II study in biliary tract cancer (BTC) patients. The main objective is to detect an increase in progression-free survival rate at 6 months (according to RECIST version 1.1) from 60% in patients with BTC treated with standard chemotherapy (CT) approach to 75% when treated with CT combined with pembrolizumab.