diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index f367713..640bf1b 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -11,14 +11,14 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v3
         with:
           fetch-depth: 0
 
       - name: Set up Python
-        uses: actions/setup-python@v2
+        uses: actions/setup-python@v4
         with:
-          python-version: 3.8
+          python-version: 3.x
 
       - name: Install dependencies
         run: |
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 6a01614..20b5bc2 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -2,6 +2,9 @@ name: Test
 
 on: [push, pull_request]
 
+env:
+  FORCE_COLOR: 1
+
 jobs:
   build:
     runs-on: ubuntu-latest
@@ -9,7 +12,7 @@ jobs:
       fail-fast: false
       max-parallel: 5
       matrix:
-        python-version: ['3.7', '3.8', '3.9', '3.10']
+        python-version: ['3.8', '3.9', '3.10', '3.11', '3.12-dev']
 
     services:
       postgres:
@@ -27,10 +30,10 @@ jobs:
           --health-retries 5
 
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v3
 
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v4
       with:
         python-version: ${{ matrix.python-version }}
 
@@ -40,7 +43,7 @@ jobs:
         echo "::set-output name=dir::$(pip cache dir)"
 
     - name: Cache
-      uses: actions/cache@v2
+      uses: actions/cache@v3
       with:
         path: ${{ steps.pip-cache.outputs.dir }}
         key:
@@ -64,6 +67,6 @@ jobs:
         DB_PORT: 5432
 
     - name: Upload coverage
-      uses: codecov/codecov-action@v1
+      uses: codecov/codecov-action@v3
       with:
         name: Python ${{ matrix.python-version }}
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 327897b..d00ba3d 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -14,7 +14,7 @@ repos:
         files: ^(model_utils|tests)/
 
   - repo: https://github.com/asottile/pyupgrade
-    rev: v3.3.1
+    rev: v3.6.0
     hooks:
     -   id: pyupgrade
-        args: [--py37-plus]
+        args: [--py38-plus]
diff --git a/.readthedocs.yml b/.readthedocs.yml
new file mode 100644
index 0000000..d4eb136
--- /dev/null
+++ b/.readthedocs.yml
@@ -0,0 +1,18 @@
+# Read the Docs configuration file
+# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
+# Project page: https://readthedocs.org/projects/django-model-utils/
+
+version: 2
+
+build:
+  os: ubuntu-22.04
+  tools:
+    python: "3"
+
+python:
+  install:
+    - method: pip
+      path: .
+
+sphinx:
+  configuration: docs/conf.py
diff --git a/CHANGES.rst b/CHANGES.rst
index df8c3b6..d0cf47f 100644
--- a/CHANGES.rst
+++ b/CHANGES.rst
@@ -4,7 +4,11 @@ Changelog
 To be released
 --------
 
-Swedish translation (GH-#561)
+- Confirm support for `Django 4.2`
+- Add support for `Python 3.11` (GH-#545)
+- Add support for `Python 3.12` (GH-#545)
+- Drop support for `Python 3.7` (GH-#545)
+- Swedish translation (GH-#561)
 
 4.3.1 (2022-11-15)
 ------------------
diff --git a/docs/conf.py b/docs/conf.py
index 0d47d51..fbab4aa 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -11,7 +11,7 @@
 # serve to show the default.
 
 import os
-from pkg_resources import get_distribution
+import importlib.metadata
 
 # If extensions (or modules to document with autodoc) are in another directory,
 # add these directories to sys.path here. If the directory is relative to the
@@ -49,7 +49,8 @@ parent_dir = os.path.dirname(os.path.dirname(__file__))
 # |version| and |release|, also used in various other places throughout the
 # built documents.
 #
-release = get_distribution('django-model-utils').version
+release = importlib.metadata.version('django-model-utils')
+
 # for example take major/minor
 version = '.'.join(release.split('.')[:2])
 
diff --git a/model_utils/__init__.py b/model_utils/__init__.py
index 691cf5c..8b02a0e 100644
--- a/model_utils/__init__.py
+++ b/model_utils/__init__.py
@@ -1,10 +1,10 @@
-from pkg_resources import DistributionNotFound, get_distribution
+import importlib.metadata
 
 from .choices import Choices  # noqa:F401
 from .tracker import FieldTracker, ModelTracker  # noqa:F401
 
 try:
-    __version__ = get_distribution("django-model-utils").version
-except DistributionNotFound:  # pragma: no cover
+    __version__ = importlib.metadata.version('django-model-utils')
+except importlib.metadata.PackageNotFoundError:  # pragma: no cover
     # package is not installed
     __version__ = None
diff --git a/requirements-test.txt b/requirements-test.txt
index 62ed4cc..138b0de 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -1,4 +1,4 @@
 pytest==6.2.5
 pytest-django==3.10.0
-psycopg2-binary==2.8.6
+psycopg2-binary==2.9.5
 pytest-cov==2.10.1
diff --git a/setup.py b/setup.py
index 2c6f855..566bdba 100644
--- a/setup.py
+++ b/setup.py
@@ -29,7 +29,7 @@ setup(
     maintainer='JazzBand',
     url='https://github.com/jazzband/django-model-utils',
     packages=find_packages(exclude=['tests*']),
-    python_requires=">=3.7",
+    python_requires=">=3.8",
     install_requires=['Django>=3.2'],
     classifiers=[
         'Development Status :: 5 - Production/Stable',
@@ -39,14 +39,16 @@ setup(
         'Operating System :: OS Independent',
         'Programming Language :: Python',
         'Programming Language :: Python :: 3',
-        'Programming Language :: Python :: 3.7',
         'Programming Language :: Python :: 3.8',
         'Programming Language :: Python :: 3.9',
         'Programming Language :: Python :: 3.10',
+        'Programming Language :: Python :: 3.11',
+        'Programming Language :: Python :: 3.12',
         'Framework :: Django',
         'Framework :: Django :: 3.2',
         'Framework :: Django :: 4.0',
         'Framework :: Django :: 4.1',
+        'Framework :: Django :: 4.2',
     ],
     zip_safe=False,
     package_data={
diff --git a/tox.ini b/tox.ini
index b4e1713..eb0c961 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,7 +1,7 @@
 [tox]
 envlist =
     py{37,38,39,310}-dj32
-    py{38,39,310}-dj{40,41,main}
+    py{38,39,310,311,312}-dj{40,41,42,main}
     flake8
     isort
 
@@ -11,6 +11,8 @@ python =
     3.8: py38, flake8, isort
     3.9: py39
     3.10: py310
+    3.11: py311
+    3.12: py312
 
 [testenv]
 deps =
@@ -19,6 +21,7 @@ deps =
     dj32: Django==3.2.*
     dj40: Django==4.0.*
     dj41: Django==4.1.*
+    dj42: Django==4.2.*
     djmain: https://github.com/django/django/archive/main.tar.gz
 ignore_outcome =
     djmain: True
@@ -26,6 +29,7 @@ ignore_errors =
     djmain: True
 passenv =
     CI
+    FORCE_COLOR
     GITHUB_*
     DB_*
 usedevelop = True