We discuss the extension of the augmented space formalism to study sys
tems of fermions in contact with a heat bath to incorporate non-Markov
ian evolution of the bath variables. The formalism uses the ideas of t
he memory function approach. We give a simple example to show how the
non-Markovian nature of the bath effects the spectral response of the
electron system.