what is the major source of energy for deep sea inhabitants when sunlight is not available??

Thermal Radiation. And Certain radiaions of the sun, such as the red light are able to penetrate deep into the water. These are absorbed by the plants(this explains why most organisms living deep undet water are red in colour).