You dont need a diode. Each of those LEDs (Light Emitting Diode) is a diode. Therefore, they will only allow direct current to flow through them.
If you are planning on hooking this up directly to your AC wall power though, you should definitely consider some sort of current/voltage limitation. This does not look like a safe circuit to hook up directly to the AC wall power.