diff --git a/.github/workflows/test_and_publish.yml b/.github/workflows/test_and_publish.yml
index f6939ef8..71799232 100644
--- a/.github/workflows/test_and_publish.yml
+++ b/.github/workflows/test_and_publish.yml
@@ -20,7 +20,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.7", "3.8", "3.9", "3.10", "pypy-3"]
+        python-version: ["3.7", "3.8", "3.9", "3.10", "pypy3.8"]
 
     # The type of runner that the job will run on
     runs-on: ubuntu-22.04
@@ -48,7 +48,7 @@ jobs:
 
     # Setup Python
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v3
       with:
         python-version: ${{ matrix.python-version }}
         architecture: x64
diff --git a/doc/index.rst b/doc/index.rst
index 65495d02..d705f57e 100644
--- a/doc/index.rst
+++ b/doc/index.rst
@@ -6,11 +6,12 @@ GeoAlchemy 2 Documentation
 GeoAlchemy 2 provides extensions to `SQLAlchemy <http://sqlalchemy.org>`_ for
 working with spatial databases.
 
-GeoAlchemy 2 focuses on `PostGIS <http://postgis.net/>`_. PostGIS 1.5 and
-PostGIS 2 are supported.
+GeoAlchemy 2 focuses on `PostGIS <http://postgis.net/>`_. PostGIS 1.5,
+PostGIS 2 and PostGIS 3 are supported.
 
 SpatiaLite is also supported, but using GeoAlchemy 2 with SpatiaLite requires some specific
-configuration on the application side. GeoAlchemy 2 works with SpatiaLite 4.3.0 and higher.
+configuration on the application side. GeoAlchemy 2 works with SpatiaLite 4.3.0 and higher
+(except for alembic helpers that need SpatiaLite >= 5).
 
 GeoAlchemy 2 aims to be simpler than its predecessor, `GeoAlchemy
 <https://pypi.python.org/pypi/GeoAlchemy>`_. Simpler to use, and simpler
@@ -22,8 +23,7 @@ The current version of this documentation applies to the version |version| of Ge
 Requirements
 ------------
 
-GeoAlchemy 2 requires SQLAlchemy 0.8. GeoAlchemy 2 does not work with
-SQLAlchemy 0.7 and lower.
+GeoAlchemy 2 requires SQLAlchemy 1.4.
 
 Installation
 ------------
diff --git a/setup.cfg b/setup.cfg
index 53032c12..124c6577 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -3,17 +3,17 @@
 universal = 1
 
 [tox:tox]
-envlist = py{37,38,39,310}-sqla{11, latest}, pypy3-sqla{11, latest}, lint, coverage
+envlist = py{37,38,39,310}-sqla{14, latest}, pypy3-sqla{14, latest}, lint, coverage
 requires=
     setuptools>42
 
 [gh-actions]
 python =
-    3.7: py37-sqla{11, latest}, lint
-    3.8: py38-sqla{11, latest}
-    3.9: py39-sqla{11, latest}
-    3.10: py310-sqla{11, latest}
-    pypy-3: pypy3-sqla{11, latest}
+    3.7: py37-sqla{14, latest}, lint
+    3.8: py38-sqla{14, latest}
+    3.9: py39-sqla{14, latest}
+    3.10: py310-sqla{14, latest}
+    pypy3.8: pypy3-sqla{14, latest}
 
 [testenv]
 passenv=
@@ -26,7 +26,7 @@ setenv=
     pypy3: EXPECTED_COV = 90
 deps=
     alembic
-    sqla11: SQLAlchemy==1.1.2
+    sqla14: SQLAlchemy==1.4.*
     sqlalatest: SQLAlchemy
     !pypy3: psycopg2
     pypy3: psycopg2cffi
diff --git a/setup.py b/setup.py
index 1bfd43d9..6e1f3bb6 100644
--- a/setup.py
+++ b/setup.py
@@ -32,7 +32,7 @@
     zip_safe=False,
     setup_requires=["setuptools_scm"],
     install_requires=[
-        'SQLAlchemy>=1.1',
+        'SQLAlchemy>=1.4',
         'packaging'
     ],
     entry_points="""