The purpose of capacitors C1, C2 and C3 in this audio amplifier
The capacitors on the output are to remove any DC from the signal and provide some high-pass filtering.
C1, is a feedback capacitor and it can reduce the phase shift in the feedback that can be caused by the input capacitance and series resistance from the signal.  It can add some stability to the amp.