Originally a line from a poem describing a scenic view, this phrase is now used to describe finding a way out of a desperate situation or suddenly seeing a new opportunity when all hope seemed lost.

literally meaning that where the mountains and rivers end and one doubts there is a way forward, through the dense willows and bright flowers another village appears; a metaphor for finding a way out of a hopeless situation or a sudden change for the better during a crisis