We present the family of generalized AG convolutional codes, constructed
by using algebraic geometric tools. This construction extends block
generalized AG codes on the one hand and several algebraic constructions of
convolutional codes on the other. The tools employed to define these codes
are also used to obtain information about their parameters and to determine
conditions such that the resulting codes have optimal free distance.