In Julia set random seed and not generating same values if calling a function from different parts of program

I have a Julia program which runs some montecarlo simulations. To do this, I set a seed before calling the function that generates my random values. This function can be called from different parts of my program, and the problem is that I am not generating same random values if I call the function from different parts of my program.

My question is: In order to obtain the same reproducible results, do I have to call this function always from the same part of the program? Maybe this questions is more computer science related than language programming itself.

I thought of seeding inside the function which generates my random values but I still do not get same results.