diff --git a/.travis.yml b/.travis.yml
index b3d77fca..c8edc1a4 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -18,8 +18,7 @@ env:
   - PGPORT=5432
   - UMAP_SETTINGS=umap/tests/settings.py
 install:
-- pip install .
-- pip install -r requirements-dev.txt
+- make develop
 script: make test
 notifications:
   irc:
diff --git a/Makefile b/Makefile
index 61a540c2..163c20d5 100644
--- a/Makefile
+++ b/Makefile
@@ -1,8 +1,7 @@
 test:
 	py.test -xv umap/tests/
 develop:
-	python setup.py develop
-	pip install -r requirements-dev.txt
+	pip install -e .[test,dev]
 release: test compilemessages
 	python setup.py sdist bdist_wheel
 test_publish:
diff --git a/setup.cfg b/setup.cfg
new file mode 100644
index 00000000..904a6da5
--- /dev/null
+++ b/setup.cfg
@@ -0,0 +1,54 @@
+[metadata]
+name = umap-project
+version = 1.3.0.alpha
+description = Create maps with OpenStreetMap layers in a minute and embed them in your site.
+long_description = file: README.md
+long_description_content_type = text/markdown
+author = Yohan Boniface
+homepage = https://github.com/umap-project/umap
+keywords = django leaflet geodjango openstreetmap map
+classifiers =
+    Development Status :: 4 - Beta
+    Intended Audience :: Developers
+    Operating System :: OS Independent
+    Topic :: Software Development :: Libraries :: Python Modules
+    Programming Language :: Python
+    Programming Language :: Python :: 3 :: Only
+    Programming Language :: Python :: 3.4
+    Programming Language :: Python :: 3.5
+    Programming Language :: Python :: 3.6
+    Programming Language :: Python :: 3.7
+    Programming Language :: Python :: 3.8
+    Programming Language :: Python :: 3.9
+    Programming Language :: Python :: 3.10
+
+[options]
+packages = find:
+include_package_data = True
+install_requires =
+    Django>=3.2.5
+    django-agnocomplete==1.0.0
+    django-compressor==2.4.1
+    Pillow==8.3.2
+    psycopg2==2.8.6
+    requests==2.25.1
+    social-auth-core==4.1.0
+    social-auth-app-django==5.0.0
+
+[options.extras_require]
+dev =
+    black==21.10b0
+    mkdocs==1.1.2
+test =
+    factory-boy==3.2.0
+    pytest==6.2.4
+    pytest-django==4.3.0
+
+
+[options.entry_points]
+console_scripts =
+    umap = umap.bin:main
+
+[flake8]
+# Black crazyness.
+max-line-length = 88
diff --git a/setup.py b/setup.py
index af288090..8bf1ba93 100644
--- a/setup.py
+++ b/setup.py
@@ -1,50 +1,2 @@
-#!/usr/bin/env python
-
-import io
-from pathlib import Path
-
-from setuptools import setup, find_packages
-
-import umap
-
-
-def is_pkg(line):
-    return line and not line.startswith(('--', 'git', '#'))
-
-
-with io.open('requirements.txt', encoding='utf-8') as reqs:
-    install_requires = [l for l in reqs.read().split('\n') if is_pkg(l)]
-
-setup(
-    name="umap-project",
-    version=umap.__version__,
-    author=umap.__author__,
-    author_email=umap.__contact__,
-    description=umap.__doc__,
-    keywords="django leaflet geodjango openstreetmap map",
-    url=umap.__homepage__,
-    packages=find_packages(),
-    include_package_data=True,
-    platforms=["any"],
-    zip_safe=True,
-    long_description=Path('README.md').read_text(),
-    long_description_content_type='text/markdown',
-    install_requires=install_requires,
-    classifiers=[
-        "Development Status :: 4 - Beta",
-        "Intended Audience :: Developers",
-        "Operating System :: OS Independent",
-        "Topic :: Software Development :: Libraries :: Python Modules",
-        "Programming Language :: Python",
-        "Programming Language :: Python :: 3 :: Only",
-        "Programming Language :: Python :: 3.4",
-        "Programming Language :: Python :: 3.5",
-        "Programming Language :: Python :: 3.6",
-        "Programming Language :: Python :: 3.7",
-        "Programming Language :: Python :: 3.8",
-        "Programming Language :: Python :: 3.9",
-    ],
-    entry_points={
-        'console_scripts': ['umap=umap.bin:main'],
-    },
- )
+from setuptools import setup
+setup()
diff --git a/umap/__init__.py b/umap/__init__.py
index 14455300..046a98f3 100644
--- a/umap/__init__.py
+++ b/umap/__init__.py
@@ -1,7 +1,7 @@
-"Create maps with OpenStreetMap layers in a minute and embed them in your site."
-VERSION = (1, 2, 3)
-
-__author__ = 'Yohan Boniface'
-__contact__ = "ybon@openstreetmap.fr"
-__homepage__ = "https://github.com/umap-project/umap"
-__version__ = ".".join(map(str, VERSION))
+try:
+    import pkg_resources
+except ImportError:  # pragma: no cover
+    pass
+else:
+    if __package__:
+        VERSION = pkg_resources.get_distribution("umap-project").version