The 4.5V power supply is the solar panel. The 3.6V power supply is a NiMH battery. When the solar panel puts out voltage the LED turns off and the battery is charged. When the solar panel stops puting out voltage the LED turns on and is powered by the battery.
Suggestions on how to improve are very welcome.