diff --git a/setup.py b/setup.py
index 60807df560510ad4cfacfdd2b178aca957306439..6206558018c6c312309ca084dc263d75edbe7b01 100644
--- a/setup.py
+++ b/setup.py
@@ -5,7 +5,7 @@
 POC of the next framework named Aidge
 """
 
-DOCLINES = (__doc__ or '').split("\n")
+DOCLINES = (__doc__ or "").split("\n")
 
 import sys
 import os
@@ -30,9 +30,11 @@ from setuptools import setup, Extension
 from setuptools import find_packages
 from setuptools.command.build_ext import build_ext
 
+
 def get_project_name() -> str:
     return open(pathlib.Path().absolute() / "project_name.txt", "r").read()
 
+
 def get_project_version() -> str:
     aidge_root = pathlib.Path().absolute()
     version = open(aidge_root / "version.txt", "r").read().strip()
@@ -43,6 +45,7 @@ class CMakeExtension(Extension):
     def __init__(self, name):
         super().__init__(name, sources=[])
 
+
 class CMakeBuild(build_ext):
 
     def run(self):
@@ -66,13 +69,30 @@ class CMakeBuild(build_ext):
         # used to launch setup.py to setup PythonInterp
         param_py = "-DPYTHON_EXECUTABLE=" + sys.executable
 
-        compile_type = 'Debug'
-        install_path = os.path.join(sys.prefix, "lib", "libAidge")  if "AIDGE_INSTALL" not in os.environ else os.environ["AIDGE_INSTALL"]
-
-        self.spawn(['cmake', str(cwd), param_py, '-DTEST=OFF', f'-DCMAKE_INSTALL_PREFIX:PATH={install_path}', f'-DCMAKE_BUILD_TYPE={compile_type}'])
+        compile_type = "Debug"
+        install_path = (
+            os.path.join(sys.prefix, "lib", "libAidge")
+            if "AIDGE_INSTALL" not in os.environ
+            else os.environ["AIDGE_INSTALL"]
+        )
+
+        self.spawn(
+            [
+                "cmake",
+                str(cwd),
+                param_py,
+                "-DTEST=OFF",
+                f"-DCMAKE_INSTALL_PREFIX:PATH={install_path}",
+                f"-DCMAKE_BUILD_TYPE={compile_type}",
+                "-DPYBIND=ON",
+                "-DCMAKE_EXPORT_COMPILE_COMMANDS=ON",
+            ]
+        )
         if not self.dry_run:
-            self.spawn(['cmake', '--build', '.', '--config', compile_type, '-j', max_jobs])
-            self.spawn(['cmake', '--install', '.', '--config', compile_type])
+            self.spawn(
+                ["cmake", "--build", ".", "--config", compile_type, "-j", max_jobs]
+            )
+            self.spawn(["cmake", "--install", ".", "--config", compile_type])
         os.chdir(str(cwd))
 
         aidge_package = build_lib / (get_project_name())
@@ -83,8 +103,10 @@ class CMakeBuild(build_ext):
         # Copy all shared object files from build_temp/lib to aidge_package
         for root, _, files in os.walk(build_temp.absolute()):
             for file in files:
-                if (file.endswith('.so') or file.endswith('.pyd')) and (root != str(aidge_package.absolute())):
-                    currentFile=os.path.join(root, file)
+                if (file.endswith(".so") or file.endswith(".pyd")) and (
+                    root != str(aidge_package.absolute())
+                ):
+                    currentFile = os.path.join(root, file)
                     shutil.copy(currentFile, str(aidge_package.absolute()))
 
         # Copy version.txt in aidge_package
@@ -92,22 +114,21 @@ class CMakeBuild(build_ext):
         shutil.copy("version.txt", str(aidge_package.absolute()))
 
 
-if __name__ == '__main__':
+if __name__ == "__main__":
 
     setup(
         name=get_project_name(),
         version=get_project_version(),
-        python_requires='>=3.7',
+        python_requires=">=3.7",
         description=DOCLINES[0],
         long_description_content_type="text/markdown",
         long_description="\n".join(DOCLINES[2:]),
-        classifiers=[c for c in CLASSIFIERS.split('\n') if c],
+        classifiers=[c for c in CLASSIFIERS.split("\n") if c],
         packages=find_packages(where="."),
         include_package_data=True,
         ext_modules=[CMakeExtension(get_project_name())],
         cmdclass={
-            'build_ext': CMakeBuild,
+            "build_ext": CMakeBuild,
         },
         zip_safe=False,
-
     )