diff --git a/.github/workflows/bindings_python_ci.yml b/.github/workflows/bindings_python_ci.yml
index 9ea2ac0b9..55e7e5bbd 100644
--- a/.github/workflows/bindings_python_ci.yml
+++ b/.github/workflows/bindings_python_ci.yml
@@ -56,17 +56,21 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v5
+      - uses: astral-sh/setup-uv@v6
+        with:
+          version: "0.9.3"
+          enable-cache: true
       - name: Install tools
         run: |
-          pip install ruff
+          uv tool install ruff
       - name: Check format
         working-directory: "bindings/python"
         run: |
-          ruff format . --diff
+          uvx ruff format . --diff
       - name: Check style
         working-directory: "bindings/python"
         run: |
-          ruff check .
+          uvx ruff check .
 
   test:
     runs-on: ${{ matrix.os }}
@@ -86,15 +90,15 @@ jobs:
           working-directory: "bindings/python"
           command: build
           args: --out dist --sdist
-      - name: Install uv
-        shell: bash
-        run: |
-          python -m pip install uv==0.9.3
+      - uses: astral-sh/setup-uv@v6
+        with:
+          version: "0.9.3"
+          enable-cache: true
       - name: Sync dependencies
         working-directory: "bindings/python"
         shell: bash
         run: |
-          uv sync --group dev --no-install-project
+          make install
       - name: Install built wheel
         working-directory: "bindings/python"
         shell: bash
@@ -104,4 +108,4 @@ jobs:
         working-directory: "bindings/python"
         shell: bash
         run: |
-          uv run --group dev --no-sync pytest
+          make test
diff --git a/bindings/python/Makefile b/bindings/python/Makefile
new file mode 100644
index 000000000..c36a1091d
--- /dev/null
+++ b/bindings/python/Makefile
@@ -0,0 +1,26 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you 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.
+
+
+install:
+	uv sync --group dev --no-install-project
+
+build:
+	uv run maturin develop
+
+test:
+	uv run --no-sync pytest
diff --git a/bindings/python/README.md b/bindings/python/README.md
index a91599d9a..320a9a401 100644
--- a/bindings/python/README.md
+++ b/bindings/python/README.md
@@ -32,17 +32,17 @@ pip install uv==0.9.3
 Set up the development environment:
 
 ```shell
-uv sync --group dev
+make install
 ```
 
 ## Build
 
 ```shell
-uv run --group dev maturin develop
+make build
 ```
 
 ## Test
 
 ```shell
-uv run --group dev pytest
+make test
 ```