Dozens of Australians and Afghan nationals have been evacuated from Taliban-controlled Afghanistan on an Australian emergency rescue flight.

Prime Minister Scott Morrison on Wednesday confirmed the 26 person flight included Australian citizens, Afghan visa holders, and a foreign official left Kabul on Wednesday morning.

They have since touched down at an Australian base in the United Arab Emirates with flights intended to carry larger cohorts of people currently being set up for the days ahead.