the answer is pretty simple. Using reverse and passing name of url can redirect to url with query string
urls.py
url(r'^search/$', views.search, name='search_view')
views.py
from django.shortcuts import redirect, reverse
# in method
return redirect(reverse('search_view') + '?item=4')