diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 819ef4d..16481ed 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -18,7 +18,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v2
         with:
-          python-version: 3.9
+          python-version: '3.10'
 
       - name: Install dependencies
         run: |
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 23e73f9..1bb14c9 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -6,14 +6,20 @@ jobs:
     strategy:
       matrix:
         python-version: ["3.7", "3.8", "3.9", "3.10"]
-        django-version: ["3.2", "4.0"]
+        django-version: ["3.2", "4.0", "4.1"]
         exclude:
           # Python 3.6 is not compatible with 4.0
-          - python-version: 3.6
-            django-version: 4.0
+          - python-version: "3.6"
+            django-version: "4.0"
+          # Python 3.6 is not compatible with 4.1
+          - python-version: "3.6"
+            django-version: "4.1"
           # Python 3.7 is not compatible with 4.0
-          - python-version: 3.7
-            django-version: 4.0
+          - python-version: "3.7"
+            django-version: "4.0"
+          # Python 3.7 is not compatible with 4.1
+          - python-version: "3.7"
+            django-version: "4.1"
       fail-fast: false
     steps:
       - uses: actions/checkout@v3
diff --git a/dj_database_url.py b/dj_database_url.py
index 59e8506..cfcb7cb 100644
--- a/dj_database_url.py
+++ b/dj_database_url.py
@@ -1,14 +1,6 @@
-# -*- coding: utf-8 -*-
-
 import os
 import urllib.parse as urlparse
 
-try:
-    from django import VERSION as DJANGO_VERSION
-except ImportError:
-    DJANGO_VERSION = None
-
-
 # Register database schemes in URLs.
 urlparse.uses_netloc.append("postgres")
 urlparse.uses_netloc.append("postgresql")
@@ -32,6 +24,9 @@ urlparse.uses_netloc.append("timescalegis")
 DEFAULT_ENV = "DATABASE_URL"
 
 SCHEMES = {
+    "postgres": "django.db.backends.postgresql",
+    "postgresql": "django.db.backends.postgresql",
+    "pgsql": "django.db.backends.postgresql",
     "postgis": "django.contrib.gis.db.backends.postgis",
     "mysql": "django.db.backends.mysql",
     "mysql2": "django.db.backends.mysql",
@@ -49,16 +44,6 @@ SCHEMES = {
     "timescalegis": "timescale.db.backends.postgis",
 }
 
-# https://docs.djangoproject.com/en/2.0/releases/2.0/#id1
-if DJANGO_VERSION and DJANGO_VERSION < (2, 0):
-    SCHEMES["postgres"] = "django.db.backends.postgresql_psycopg2"
-    SCHEMES["postgresql"] = "django.db.backends.postgresql_psycopg2"
-    SCHEMES["pgsql"] = "django.db.backends.postgresql_psycopg2"
-else:
-    SCHEMES["postgres"] = "django.db.backends.postgresql"
-    SCHEMES["postgresql"] = "django.db.backends.postgresql"
-    SCHEMES["pgsql"] = "django.db.backends.postgresql"
-
 
 def config(
     env=DEFAULT_ENV, default=None, engine=None, conn_max_age=0, ssl_require=False
diff --git a/setup.py b/setup.py
index 65335f4..6db32dc 100644
--- a/setup.py
+++ b/setup.py
@@ -1,4 +1,3 @@
-# -*- coding: utf-8 -*-
 from setuptools import setup
 
 with open("README.rst") as readme_rst:
@@ -14,7 +13,7 @@ setup(
     long_description=readme,
     long_description_content_type="text/x-rst",
     py_modules=["dj_database_url"],
-    install_requires=["Django>3.2"],
+    install_requires=["Django>=3.2"],
     zip_safe=False,
     include_package_data=True,
     platforms="any",
@@ -29,6 +28,7 @@ setup(
         "Framework :: Django",
         "Framework :: Django :: 3.2",
         "Framework :: Django :: 4.0",
+        "Framework :: Django :: 4.1",
         "Intended Audience :: Developers",
         "License :: OSI Approved :: BSD License",
         "Operating System :: OS Independent",
diff --git a/test_dj_database_url.py b/test_dj_database_url.py
index 09918da..109159e 100644
--- a/test_dj_database_url.py
+++ b/test_dj_database_url.py
@@ -1,28 +1,17 @@
 import os
 import unittest
 
-try:
-    from django import VERSION as DJANGO_VERSION
-except ImportError:
-    DJANGO_VERSION = None
-
 import dj_database_url
 
 POSTGIS_URL = "postgis://uf07k1i6d8ia0v:wegauwhgeuioweg@ec2-107-21-253-135.compute-1.amazonaws.com:5431/d8r82722r2kuvn"
 
-# Django deprecated the `django.db.backends.postgresql_psycopg2` in 2.0.
-# https://docs.djangoproject.com/en/2.0/releases/2.0/#id1
-EXPECTED_POSTGRES_ENGINE = "django.db.backends.postgresql"
-if DJANGO_VERSION and DJANGO_VERSION < (2, 0):
-    EXPECTED_POSTGRES_ENGINE = "django.db.backends.postgresql_psycopg2"
-
 
 class DatabaseTestSuite(unittest.TestCase):
     def test_postgres_parsing(self):
         url = "postgres://uf07k1i6d8ia0v:wegauwhgeuioweg@ec2-107-21-253-135.compute-1.amazonaws.com:5431/d8r82722r2kuvn"
         url = dj_database_url.parse(url)
 
-        assert url["ENGINE"] == EXPECTED_POSTGRES_ENGINE
+        assert url["ENGINE"] == "django.db.backends.postgresql"
         assert url["NAME"] == "d8r82722r2kuvn"
         assert url["HOST"] == "ec2-107-21-253-135.compute-1.amazonaws.com"
         assert url["USER"] == "uf07k1i6d8ia0v"
@@ -33,7 +22,7 @@ class DatabaseTestSuite(unittest.TestCase):
         url = "postgres://%2Fvar%2Frun%2Fpostgresql/d8r82722r2kuvn"
         url = dj_database_url.parse(url)
 
-        assert url["ENGINE"] == EXPECTED_POSTGRES_ENGINE
+        assert url["ENGINE"] == "django.db.backends.postgresql"
         assert url["NAME"] == "d8r82722r2kuvn"
         assert url["HOST"] == "/var/run/postgresql"
         assert url["USER"] == ""
@@ -43,7 +32,7 @@ class DatabaseTestSuite(unittest.TestCase):
         url = "postgres://%2FUsers%2Fpostgres%2FRuN/d8r82722r2kuvn"
         url = dj_database_url.parse(url)
 
-        assert url["ENGINE"] == EXPECTED_POSTGRES_ENGINE
+        assert url["ENGINE"] == "django.db.backends.postgresql"
         assert url["HOST"] == "/Users/postgres/RuN"
         assert url["USER"] == ""
         assert url["PASSWORD"] == ""
@@ -53,7 +42,7 @@ class DatabaseTestSuite(unittest.TestCase):
         url = "postgres://ieRaekei9wilaim7:wegauwhgeuioweg@[2001:db8:1234::1234:5678:90af]:5431/d8r82722r2kuvn"
         url = dj_database_url.parse(url)
 
-        assert url["ENGINE"] == EXPECTED_POSTGRES_ENGINE
+        assert url["ENGINE"] == "django.db.backends.postgresql"
         assert url["NAME"] == "d8r82722r2kuvn"
         assert url["HOST"] == "2001:db8:1234::1234:5678:90af"
         assert url["USER"] == "ieRaekei9wilaim7"
@@ -63,7 +52,7 @@ class DatabaseTestSuite(unittest.TestCase):
     def test_postgres_search_path_parsing(self):
         url = "postgres://uf07k1i6d8ia0v:wegauwhgeuioweg@ec2-107-21-253-135.compute-1.amazonaws.com:5431/d8r82722r2kuvn?currentSchema=otherschema"
         url = dj_database_url.parse(url)
-        assert url["ENGINE"] == EXPECTED_POSTGRES_ENGINE
+        assert url["ENGINE"] == "django.db.backends.postgresql"
         assert url["NAME"] == "d8r82722r2kuvn"
         assert url["HOST"] == "ec2-107-21-253-135.compute-1.amazonaws.com"
         assert url["USER"] == "uf07k1i6d8ia0v"
@@ -76,7 +65,7 @@ class DatabaseTestSuite(unittest.TestCase):
         url = "postgres://%23user:%23password@ec2-107-21-253-135.compute-1.amazonaws.com:5431/%23database"
         url = dj_database_url.parse(url)
 
-        assert url["ENGINE"] == EXPECTED_POSTGRES_ENGINE
+        assert url["ENGINE"] == "django.db.backends.postgresql"
         assert url["NAME"] == "#database"
         assert url["HOST"] == "ec2-107-21-253-135.compute-1.amazonaws.com"
         assert url["USER"] == "#user"
@@ -150,7 +139,7 @@ class DatabaseTestSuite(unittest.TestCase):
 
         url = dj_database_url.config()
 
-        assert url["ENGINE"] == EXPECTED_POSTGRES_ENGINE
+        assert url["ENGINE"] == "django.db.backends.postgresql"
         assert url["NAME"] == "d8r82722r2kuvn"
         assert url["HOST"] == "ec2-107-21-253-135.compute-1.amazonaws.com"
         assert url["USER"] == "uf07k1i6d8ia0v"
@@ -210,7 +199,7 @@ class DatabaseTestSuite(unittest.TestCase):
         ] = "postgres://uf07k1i6d8ia0v:wegauwhgeuioweg@ec2-107-21-253-135.compute-1.amazonaws.com:5431/d8r82722r2kuvn?sslrootcert=rds-combined-ca-bundle.pem&sslmode=verify-full"
         url = dj_database_url.config()
 
-        assert url["ENGINE"] == EXPECTED_POSTGRES_ENGINE
+        assert url["ENGINE"] == "django.db.backends.postgresql"
         assert url["NAME"] == "d8r82722r2kuvn"
         assert url["HOST"] == "ec2-107-21-253-135.compute-1.amazonaws.com"
         assert url["USER"] == "uf07k1i6d8ia0v"