Since you want those numbers to appear in that precise order, you only change is to extract 1 with the first draw, 2 with the second, and so on.
You have 10 slips at the beginning, so the probability of having 1 at the first draw is

Now you have 9 slips left, so the probability of picking 2 with the second draw is

Similarly, the remaining probabilities are
and

You want these events to happen one after the other, and they are independent. So, the overall probability is the product of the single probabilities:
