A light source assembly, includes: a substrate; a first light-blocking pattern disposed on the substrate; a first light-emitting unit disposed on the first light-blocking pattern; and an encapsulation portion disposed on the substrate and enveloping the first light-blocking pattern and the first light-emitting unit; wherein an outer surface of the encapsulation portion is a curved surface. A display module and a method of manufacturing the light source module are further provided.