In the ingredients list It says peanuts but in the instructions and I the title it says almonds so what is it s

The photo clearly shows almonds so the peanuts in the ingredient list is likely an error.

That said you should be able to choose whatever you like.

The nut variety won't impact the structural integrity of the dish. You could use walnuts, pecans, hazelnuts, etc.

Best of luck.