diff --git a/.github/workflows/base.yml b/.github/workflows/base.yml
new file mode 100644
index 0000000..de2cf57
--- /dev/null
+++ b/.github/workflows/base.yml
@@ -0,0 +1,28 @@
+name: Build Docker Base Image
+
+on:
+  workflow_dispatch:
+
+jobs:
+  build-image:
+    runs-on: ubuntu-latest
+    if: github.event_name != 'pull_request'
+    steps:
+      - uses: actions/checkout@v3
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v2
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v2
+      - name: Login to Docker Hub
+        uses: docker/login-action@v2
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+      - name: Build and push
+        uses: docker/build-push-action@v4
+        with:
+          context: .
+          file: ./Dockerfile.base
+          platforms: linux/amd64,linux/arm64,linux/arm/v7
+          push: true
+          tags: ${{ secrets.DOCKERHUB_USERNAME }}/xiaomusic:${{ github.ref_name }}, ${{ secrets.DOCKERHUB_USERNAME }}/xiaomusic:base
diff --git a/Dockerfile.base b/Dockerfile.base
new file mode 100644
index 0000000..485d2a0
--- /dev/null
+++ b/Dockerfile.base
@@ -0,0 +1,6 @@
+FROM python:3.10
+ENV DEBIAN_FRONTEND=noninteractive
+WORKDIR /app
+COPY install_dependencies.sh .
+RUN bash install_dependencies.sh
+