A Hermitian inner product is a complex-valued function that generalizes the dot product to complex vector spaces, ensuring that the inner product of a vector with itself is always real and non-negative. It is a crucial tool in quantum mechanics and linear algebra, providing the framework for defining orthogonality, norms, and angles in complex spaces.