Question

why is it that the restoring force comes into action only after the applied external force is removed, from an elastic body? ...?

Answer 1

Technically, the restoring force is always in action.

But because the restoring force is always proportional to the extension, there will be a point where restoring force will be equal to the applied force.
This will make the spring to seek a new equilibrium position

hope this helps