Solving Linear Systems of Equations Ax=B

So I’m kind of new to BLAS and I was wondering. Is there anyway to solve an overdetermined system. I’m talking A^-1 B. I also can’t even find a function to do matrix inverse or multiplication on a m x n array. I very frequently use non hermitian and non-triangular Matrices.
Any ideas?