Place the aubergines and peppers under a preheated grill (broiler), skin side up, and cook until the skin blisters and chars. Turn the vegetables over and cook for a further 3 minutes. Place in a plastic bag and leave for 10 minutes.
Peel away the blackened skin and purée the aubergine and pepper flesh in a food processor.