diff --git a/python/pip_install/extract_wheels/__init__.py b/python/pip_install/extract_wheels/__init__.py
index 879b6766b7..fe8b8ef7ea 100644
--- a/python/pip_install/extract_wheels/__init__.py
+++ b/python/pip_install/extract_wheels/__init__.py
@@ -79,7 +79,7 @@ def main() -> None:
     )
     args = parser.parse_args()
 
-    pip_args = [sys.executable, "-m", "pip", "wheel", "-r", args.requirements]
+    pip_args = [sys.executable, "-m", "pip", "--isolated", "wheel", "-r", args.requirements]
     if args.extra_pip_args:
         pip_args += json.loads(args.extra_pip_args)["args"]