conspiracy has a very particular meaning in the law. it means that two or more people had "a meeting of the minds" in which they formed an agreement to carry out all of the elements of a particular crime, whatever that crime is.
No, the violation does not need to be completed.
The crime of conspiracy is complete as soon as the agreement is consummated.