diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml
new file mode 100644
index 0000000..27da075
--- /dev/null
+++ b/.github/workflows/cd.yml
@@ -0,0 +1,60 @@
+name: CD
+
+on:
+  release:
+    types: [published]
+
+jobs:
+  Release:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up PDM
+        uses: pdm-project/setup-pdm@v4
+        with:
+          python-version: 3.9
+
+      - name: Install dependencies
+        run: pdm install
+
+      - name: Build and publish Python package
+        env:
+          PYPI_API_TOKEN: ${{ secrets.PYPI_API_TOKEN }}
+        run: |
+          pdm build
+          pdm publish --username __token__ --password $PYPI_API_TOKEN
+
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v3
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Login to Docker Hub
+        uses: docker/login-action@v3
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+
+      # - name: Build and push Jupyter Spark image
+      #   uses: docker/build-push-action@v5
+      #   with:
+      #     context: .
+      #     file: docker/Dockerfile-jupyter-spark
+      #     platforms: linux/amd64
+      #     push: true
+      #     tags: |
+      #       weygu/pyspark-notebook-nebulagraph:${{ github.event.release.tag_name }}
+      #       weygu/pyspark-notebook-nebulagraph:latest
+
+      - name: Build and push Jupyter NetworkX image
+        uses: docker/build-push-action@v5
+        with:
+          context: .
+          file: docker/Dockerfile-jupyter-networkx
+          platforms: linux/amd64,linux/arm64
+          push: true
+          tags: |
+            weygu/ngai-jupyter-networkx:${{ github.event.release.tag_name }}
+            weygu/ngai-jupyter-networkx:latest
\ No newline at end of file
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 9591445..e41118b 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -1,5 +1,4 @@
-
-name: Tests
+name: CI
 
 on:
   pull_request:
@@ -34,4 +33,4 @@ jobs:
       - name: Run Unit Tests
         run: pdm run test
       - name: Run Integration Tests
-        run: pdm run int-test
+        run: pdm run int-test
\ No newline at end of file
diff --git a/docker/Dockerfile-jupyter-networkx b/docker/Dockerfile-jupyter-networkx
index 78984b7..78837f2 100644
--- a/docker/Dockerfile-jupyter-networkx
+++ b/docker/Dockerfile-jupyter-networkx
@@ -1,7 +1,7 @@
 FROM jupyter/minimal-notebook:python-3.9.13
 
 RUN pip install ng_ai[networkx] && \
-    pip install ipython-ngql && \
+    pip install jupyter_nebulagraph && \
     pip install pyvis && \
     rm -rf /home/$NB_USER/.cache/pip