Food processor blades not rotating

I couldn't find my appliance in the list “Kenwood Kitchen Machine KMM023”.

I have an issue with its drive shaft as it's not rotating although the medium speed outlet is rotating. There is a small pressable button on top of the drive shaft, when I press that, it starts rotating. It seems it's contact with lower body is disconnected.

Can anyone help me resolve this issue?