Abstract: We review the notion of holomorphic vector bundles in noncommutative geometry and then define holomorphic structures on canonical line bundles on the quantum projective space. The space of holomorphic sections of these line bundles will determine the quantum homogeneous coordinate ring of the quantum projective space. We also show that the holomorphic structure is naturally represented by a twisted positive Hochschild cocycle.