diff --git a/README.rst b/README.rst
index 2c0b8a0a1de7b12c48e19e85c0c27efcb91ddba5..b12866454c559d28faade7f53c28e96f58ab1f9d 100644
--- a/README.rst
+++ b/README.rst
@@ -24,11 +24,10 @@ auto-discovers it).
 
 The plugin re-uses the configuration used by `pytest-django`_.
 
-Limitations
------------
-
-Right now, this plugin can only reconfigure the `default` database.
-
+By default, only the ``default`` database is setup. You can modify this
+by setting ``PYTEST_SETUP_DATABASES`` to a list of database aliases in
+your ``settings`` module. The list can contain strings, or tuples if you
+want some aliases to share the same database backend.
 
 .. _testing.postgresql: https://pypi.org/project/testing.postgresql/
 .. _pytest-django: https://pypi.org/project/pytest-django/
diff --git a/pytest_django_testing_postgresql.py b/pytest_django_testing_postgresql.py
index c6ed64e8c3d8ed040c6d82b29e21a8d23df6b400..5f5e0d0707682272952e6c06d787234fff2c93c5 100644
--- a/pytest_django_testing_postgresql.py
+++ b/pytest_django_testing_postgresql.py
@@ -5,13 +5,23 @@ from django.conf import settings
 import pytest
 from testing.postgresql import Postgresql
 
-_POSTGRESQL = Postgresql()
+_POSTGRESQLS = []
 
 
 @pytest.hookimpl(tryfirst=True)
 def pytest_load_initial_conftests(early_config, parser, args):
     os.environ['DJANGO_SETTINGS_MODULE'] = early_config.getini('DJANGO_SETTINGS_MODULE')
-    settings.DATABASES['default'] = parse(_POSTGRESQL.url())
+
+    db_sets = getattr(settings, "PYTEST_SETUP_DATABASES", [("default",)])
+    for db_set in db_sets:
+        postgresql = Postgresql()
+        if isinstance(db_set, str):
+            db_set = [db_set]
+        for db in db_set:
+            settings.DATABASES[db] = parse(postgresql.url())
+        _POSTGRESQLS.append(postgresql)
+
 
 def pytest_unconfigure(config):
-    _POSTGRESQL.stop()
+    for postgresql in _POSTGRESQLS:
+        postgresql.stop()
diff --git a/setup.py b/setup.py
index eb7022ae66360e799a52c2927c6fbad41b00413b..660f6bd8575fd3d762ce6d0e551f4845d5dc7fe4 100644
--- a/setup.py
+++ b/setup.py
@@ -8,7 +8,7 @@ with open(path.join(this_directory, 'README.rst'), encoding='utf-8') as f:
 
 setup(
     name="pytest-django-testing-postgresql",
-    version='0.1.post0',
+    version='0.2',
     description='Use a temporary PostgreSQL database with pytest-django',
     long_description=long_description,
     author='Dominik George',
@@ -16,7 +16,7 @@ setup(
     url='https://edugit.org/AlekSIS/libs/pytest-django-testing-postgresql',
 
     classifiers=[
-        'Development Status :: 3 - Alpha',
+        'Development Status :: 4 - Beta',
         'Framework :: Django',
         'Framework :: Pytest',
         'Intended Audience :: Developers',