The church was built in 1296 by King Stefan Dragutin of the Nemanjić dynasty, on the location of an earlier monastery built in 1219.
It is dedicated to Saint Achillius from Larissa (Greece), a fighter against Arianism and participant of the First Council of Nicaea in 325.