diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 4114fa08..9b101748 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -97,15 +97,12 @@ jobs:
           node-version: '18'
 
       - name: Setup
-        run: npm install -g semantic-release @semantic-release/github @semantic-release/changelog @semantic-release/commit-analyzer @semantic-release/git @semantic-release/release-notes-generator semantic-release-pypi
+        run: npm install
       
       - name: Set up python
-        uses: actions/setup-python@v2
+        uses: actions/setup-python@v4
         with:
-          python-version: 3.8
-      
-      - name: Install setuptools
-        run: python -m pip install --upgrade setuptools wheel twine
+          python-version: 3.11
       
       - name: Release
         env:
diff --git a/.gitignore b/.gitignore
index 47a276bb..0bf5f1c1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -107,3 +107,6 @@ _trial_temp
 
 # vscode
 .vscode
+
+# node
+node_modules
\ No newline at end of file
diff --git a/package.json b/package.json
new file mode 100644
index 00000000..20ac176e
--- /dev/null
+++ b/package.json
@@ -0,0 +1,8 @@
+{
+    "devDependencies": {
+        "@semantic-release/changelog": "^6.0.3",
+        "@semantic-release/git": "^10.0.1",
+        "semantic-release": "^22.0.5",
+        "semantic-release-pypi": "^3.0.0"
+    }
+}
diff --git a/pyproject.toml b/pyproject.toml
index e34796ec..6222335d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,2 +1,47 @@
+[project]
+name = "casbin"
+version = "1.32.0"
+authors = [
+    {name = "TechLee", email = "techlee@qq.com"},
+]
+description = "An authorization library that supports access control models like ACL, RBAC, ABAC in Python"
+readme = "README.md"
+keywords = [
+    "casbin",
+    "acl",
+    "rbac",
+    "abac",
+    "auth",
+    "authz",
+    "authorization",
+    "access control",
+    "permission",
+]
+dynamic = ["dependencies"]
+requires-python = ">=3.3"
+license = {text = "Apache 2.0"}
+classifiers = [
+    "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",
+    "License :: OSI Approved :: Apache Software License",
+    "Operating System :: OS Independent",
+]
+
+[project.urls]
+"Home-page" = "https://github.com/casbin/pycasbin"
+
+[build-system]
+requires = ["setuptools"]
+build-backend = "setuptools.build_meta"
+
+[tool.setuptools.packages.find]
+exclude = ["tests", "tests.*"]
+
+[tool.setuptools.dynamic]
+dependencies = {file = ["requirements.txt"]}
+
 [tool.black]
 line-length = 120
\ No newline at end of file
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index 6ab4cba6..00000000
--- a/setup.cfg
+++ /dev/null
@@ -1,3 +0,0 @@
-[metadata]
-version = 1.32.0
-
diff --git a/setup.py b/setup.py
deleted file mode 100644
index c81fcaac..00000000
--- a/setup.py
+++ /dev/null
@@ -1,63 +0,0 @@
-# Copyright 2021 The casbin Authors. All Rights Reserved.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#      http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-import setuptools
-from os import path
-
-desc_file = "README.md"
-
-here = path.abspath(path.dirname(__file__))
-
-with open(desc_file, "r", encoding="utf-8") as fh:
-    long_description = fh.read()
-
-# get the dependencies and installs
-with open(path.join(here, "requirements.txt"), encoding="utf-8") as f:
-    all_reqs = f.read().split("\n")
-
-install_requires = [x.strip() for x in all_reqs if "git+" not in x]
-
-setuptools.setup(
-    name="casbin",
-    author="TechLee",
-    author_email="techlee@qq.com",
-    description="An authorization library that supports access control models like ACL, RBAC, ABAC in Python",
-    long_description=long_description,
-    long_description_content_type="text/markdown",
-    url="https://github.com/casbin/pycasbin",
-    keywords=[
-        "casbin",
-        "acl",
-        "rbac",
-        "abac",
-        "auth",
-        "authz",
-        "authorization",
-        "access control",
-        "permission",
-    ],
-    packages=setuptools.find_packages(exclude=("tests", "tests.*")),
-    install_requires=install_requires,
-    python_requires=">=3.3",
-    license="Apache 2.0",
-    classifiers=[
-        "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",
-        "License :: OSI Approved :: Apache Software License",
-        "Operating System :: OS Independent",
-    ],
-)