Yue Shang Chao Yan (2024)

Both FLs are haunted by ghosts that disappear only when she touches/is close to the ML, and try to help the spirits resolve their issues that trap them on earth. Both MLs are initially cold and harsh to the FL.

Both are set in a magical historical world with gods and spirits. Both FLs were born blind, then magically regained their sight as the ML lost his. In the present, both MLs are blind and wealthy and the FLs are poorer but have some magical connection to the supernatural.