Why use Repository Pattern or please explain it to me?

Question

I am learning repository pattern and was reading Repository Pattern with Entity Framework 4.1 and Code First and Generic Repository Pattern - Entity Framework, ASP.NET MVC and

Answer 1

This picture makes it easy to understand