The Feynman path integral method plays even more important role in $p$-adic and adelic quantum mechanics than in ordinary quantum theory. $p$-Adic path integral is defined as a natural generalization of the standard one. Here, we give a brief review of our recent investigations on this subject. In particular, the path integrals for two-dimensional models with quadratic Lagrangians are evaluated.