The present thesis is set within the field of hypercomplex function theory, which regards the funtion theory over Clifford algebras. The central term on which this thesis revolves is the reproducing kernel of a Hilbert function space. The thesis treats a number of different questions, which all involve two special cases of a reproducing kernel function, the so-called Bergman kernel and the so-called Szegö kernel. Firstly, the basic definitions as well as important and needed results from hypercomplex function theory are recalled. Secondly, the existence and construction of said reproducing kernel functions is treated for certain classes of domains. The obtained representations of the kernel functions are then used to solve certain partial d...