[Django]-Csrf_token cookie deleted by another site?

You can use the fact that the required value of the cookie is still present in the page, and use javascript to re-create the cookie just before submitting. Hook to the submit button click, and add something like

document.cookie = 'csrfmiddlewaretoken='+$("input[name='csrfmiddlewaretoken']").val()