diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml
new file mode 100644
index 0000000..96b847f
--- /dev/null
+++ b/.github/workflows/docker-publish.yml
@@ -0,0 +1,35 @@
+name: Publish Docker
+
+on:
+  push:
+    tags:
+      - 'v[0-9]+.[0-9]+.[0-9]+'
+
+jobs:
+  publish_docker_image:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Set env
+        run: echo "RELEASE_VERSION=${GITHUB_REF#refs/*/}" >> $GITHUB_ENV
+
+      - name: Login to Container Registry
+        uses: docker/login-action@v3
+        with:
+          registry: registry.cn-hangzhou.aliyuncs.com
+          username: ${{ secrets.ALIYUN_REGISTRY_USERNAME }}
+          password: ${{ secrets.ALIYUN_REGISTRY_PASSWORD }}
+
+      - name: Build, tag, and push the image to Aliyun registry
+        id: build-image
+        env:
+          ALIYUN_REGISTRY: "registry.cn-hangzhou.aliyuncs.com"
+          ALIYUN_REPOSITORY: kenplusplus/gentrade_server
+          IMAGE_TAG: ${{ env.RELEASE_VERSION }}
+        run: |
+          docker build --no-cache -t $ALIYUN_REGISTRY/$ALIYUN_REPOSITORY:$IMAGE_TAG .
+          docker push $ALIYUN_REGISTRY/$ALIYUN_REPOSITORY:$IMAGE_TAG
+          docker tag $ALIYUN_REGISTRY/$ALIYUN_REPOSITORY:$IMAGE_TAG $ALIYUN_REGISTRY/$ALIYUN_REPOSITORY:latest
+          docker push $ALIYUN_REGISTRY/$ALIYUN_REPOSITORY:latest
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..4994dbf
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,24 @@
+FROM ubuntu:22.04
+
+RUN apt update -y && apt install -y python3 python3-pip git && apt clean -y
+
+ENV PIP_MIRROR="-i https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple"
+ENV GENTRADE_CACHE_DIR="/app/cache/"
+
+ADD . /app/GenTradeServer
+RUN git clone https://github.com/TrustWiseAgent/GenTrade /app/GenTrade
+
+ENV PYTHONPATH=/app/GenTrade/src/:/app/GenTradeServer/src/
+
+VOLUME [ "/app/cache/" ]
+WORKDIR /app/GenTradeServer/src/
+
+RUN pip install ${PIP_MIRROR} -r /app/GenTrade/requirements.txt
+RUN pip install ${PIP_MIRROR} -r /app/GenTradeServer/requirements.txt
+
+
+EXPOSE 8000
+
+ENTRYPOINT [ "uvicorn", "gentrade_server.main:app", \
+             "--host",  "0.0.0.0", \
+             "--port", "8000" ]