Catalyzes a two-step oxygenase reaction involved in the synthesis of chlorophyll b. Acts specifically on the non-esterified chlorophyllide a and not on chlorophyll a. chlorophyllide a + 2 H(+) + 2 NADPH + 2 O2 = chlorophyllide b + 3 H2O + 2 NADP(+)