The temperature in summer is usually hot, but when the humidity increases and is added to the equation, you get the heat index.
It's a perceived equivilent temperature. The higher the heat index, the harder it is for our bodies to cool off. When the heat index gets to 105 degrees or higher for a prolonged period of time, the National Weather Service usually issues a Heat Advisory.
Ed explains more in the video.