Problem with Arduino Uno and ESP 8266 module

I found Arduino to ESP8266 By Serial Communication | Martyn Currey to be very helpful.

You must buy a 3.3V AC adapter. The ESP8266 is power hungry and the Arduino Uno cannot supply the current that the ESP8266 needs.