diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml
deleted file mode 100644
index 81001f25..00000000
--- a/.github/workflows/python-publish.yml
+++ /dev/null
@@ -1,31 +0,0 @@
-name: Upload Python Package
-
-on:
-  release:
-    types: [published]
-
-jobs:
-  deploy:
-    runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        python-version: ["3.11"]
-    name: publish
-    steps:
-      - name: Check out source repository
-        uses: actions/checkout@v4
-      - name: Set up Python environment ${{ matrix.python-version }}
-        uses: actions/setup-python@v5
-        with:
-          python-version: ${{ matrix.python-version }}
-      - name: Install poetry
-        run: |
-          cd python/aibrix
-          python -m pip install --upgrade pip
-          pip install -U pip poetry
-      - name: Build and publish
-        env:
-          POETRY_PYPI_TOKEN_PYPI: ${{ secrets.PYPI_TOKEN }}
-        run: |
-          cd python/aibrix
-          poetry publish --build
diff --git a/.github/workflows/release-build.yaml b/.github/workflows/release-build.yaml
index b5b30ec2..686e97e5 100644
--- a/.github/workflows/release-build.yaml
+++ b/.github/workflows/release-build.yaml
@@ -40,6 +40,31 @@ jobs:
           RUNTIME_IMG=aibrix/runtime:${{ github.ref_name }} make docker-push-runtime
           USERS_IMG=aibrix/users:${{ github.ref_name }} make docker-push-users
 
+  python-wheel-release:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ["3.11"]
+    name: publish
+    steps:
+      - name: Check out source repository
+        uses: actions/checkout@v4
+      - name: Set up Python environment ${{ matrix.python-version }}
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Install poetry
+        run: |
+          cd python/aibrix
+          python -m pip install --upgrade pip
+          pip install -U pip poetry
+      - name: Build and publish
+        env:
+          POETRY_PYPI_TOKEN_PYPI: ${{ secrets.PYPI_TOKEN }}
+        run: |
+          cd python/aibrix
+          poetry publish --build
+
   artifact-release:
     runs-on: ubuntu-latest
     steps: