The scientific term is 'meteorit". Your text looks literary to me, so "stea cazatoare". You'll have some problems to say "falling from a shooting star". You just drop the verb : " ... trebuie ca vine din universul iubirii, de pe o stea cazatoare."
Good look to charm the girl !