In this paper, we introduce the notion of a vector-valued almost periodic ultradistribution and investigate some generalizations of this concept. Albeit contains some original contributions, the paper is primarily intended to review and slightly generalize some known results concerning scalar-valued almost periodic ultradistributions and their generalizations. We contemplate the work of many authors, and transfer several known results on vector-valued almost periodic distributions to vector-valued almost periodic ultradistributions of Beurling and of Roumieu type.