diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 00000000..c82e37a4
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,6 @@
+**/__pycache__
+**/venv
+**/.venv
+**/.python-version
+**/.git
+**/.github
diff --git a/backend/Dockerfile b/backend/Dockerfile
new file mode 100644
index 00000000..62e254bf
--- /dev/null
+++ b/backend/Dockerfile
@@ -0,0 +1,77 @@
+# Select the image to build based on SERVER_TYPE, defaulting to fastapi_server, or docker-compose build args
+ARG SERVER_TYPE=fastapi_server
+
+# === Python environment from uv ===
+FROM python:3.10-slim AS builder
+COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/
+
+# Used for build Python packages
+RUN sed -i 's/deb.debian.org/mirrors.ustc.edu.cn/g' /etc/apt/sources.list.d/debian.sources \
+    && apt-get update \
+    && apt-get install -y --no-install-recommends gcc python3-dev \
+    && rm -rf /var/lib/apt/lists/*
+
+# Configure uv environment
+ENV UV_COMPILE_BYTECODE=1 \
+    UV_NO_CACHE=1 \
+    UV_LINK_MODE=copy \
+    UV_PROJECT_ENVIRONMENT=/usr/local \
+    UV_INDEX=https://mirrors.aliyun.com/pypi/simple
+
+# Install dependencies with cache
+RUN --mount=type=cache,target=/root/.cache/uv \
+    --mount=type=bind,source=backend/uv.lock,target=uv.lock \
+    --mount=type=bind,source=backend/pyproject.toml,target=pyproject.toml \
+    uv sync --frozen --no-default-groups --group server
+
+# === Runtime base server image ===
+FROM python:3.10-slim AS base_server
+
+SHELL ["/bin/bash", "-c"]
+
+RUN sed -i 's/deb.debian.org/mirrors.ustc.edu.cn/g' /etc/apt/sources.list.d/debian.sources \
+    && apt-get update \
+    && apt-get install -y --no-install-recommends supervisor \
+    && rm -rf /var/lib/apt/lists/*
+
+COPY . /fba
+
+COPY --from=builder /usr/local /usr/local
+
+# Install plugin dependencies
+WORKDIR /fba
+ENV PYTHONPATH=/fba
+RUN python3 backend/scripts/init_plugin.py
+
+# === FastPAI server iamge ===
+FROM base_server AS fastapi_server
+
+WORKDIR /fba
+
+COPY deploy/backend/supervisord.conf /etc/supervisor/supervisord.conf
+COPY deploy/backend/fastapi_server.conf /etc/supervisor/conf.d/
+
+RUN mkdir -p /var/log/fastapi_server
+
+EXPOSE 8001
+
+CMD ["uvicorn", "backend.main:app", "--host", "0.0.0.0", "--port","8000"]
+
+# === Celery server iamge ===
+FROM base_server AS celery
+
+WORKDIR /fba/backend/
+
+COPY deploy/backend/supervisord.conf /etc/supervisor/supervisord.conf
+COPY deploy/backend/celery.conf /etc/supervisor/conf.d/
+
+RUN mkdir -p /var/log/celery
+
+RUN chmod +x celery-start.sh
+
+EXPOSE 8555
+
+CMD ["./celery-start.sh"]
+
+# Build image
+FROM ${SERVER_TYPE}
diff --git a/backend/backend.dockerfile b/backend/backend.dockerfile
deleted file mode 100644
index 61c3473b..00000000
--- a/backend/backend.dockerfile
+++ /dev/null
@@ -1,30 +0,0 @@
-FROM python:3.10-slim
-
-SHELL ["/bin/bash", "-c"]
-
-WORKDIR /fba
-
-COPY . .
-
-RUN sed -i 's/deb.debian.org/mirrors.ustc.edu.cn/g' /etc/apt/sources.list.d/debian.sources \
-    && sed -i 's|security.debian.org/debian-security|mirrors.ustc.edu.cn/debian-security|g' /etc/apt/sources.list.d/debian.sources
-
-RUN apt-get update \
-    && apt-get install -y --no-install-recommends gcc python3-dev supervisor \
-    && rm -rf /var/lib/apt/lists/* \
-    # 某些包可能存在同步不及时导致安装失败的情况，可更改为官方源：https://pypi.org/simple
-    && pip install --upgrade pip -i https://mirrors.aliyun.com/pypi/simple \
-    && pip install -r backend/requirements.txt -i https://mirrors.aliyun.com/pypi/simple \
-    && pip install gunicorn aio_pika wait-for-it -i https://mirrors.aliyun.com/pypi/simple
-
-ENV TZ="Asia/Shanghai"
-
-RUN mkdir -p /var/log/fastapi_server
-
-COPY deploy/backend/supervisord.conf /etc/supervisor/supervisord.conf
-
-COPY deploy/backend/fastapi_server.conf /etc/supervisor/conf.d/
-
-EXPOSE 8001
-
-CMD ["uvicorn", "backend.main:app", "--host", "0.0.0.0", "--port", "8000"]
diff --git a/backend/celery.dockerfile b/backend/celery.dockerfile
deleted file mode 100644
index 616e9d72..00000000
--- a/backend/celery.dockerfile
+++ /dev/null
@@ -1,34 +0,0 @@
-FROM python:3.10-slim
-
-SHELL ["/bin/bash", "-c"]
-
-WORKDIR /fba
-
-COPY . .
-
-RUN sed -i 's/deb.debian.org/mirrors.ustc.edu.cn/g' /etc/apt/sources.list.d/debian.sources \
-    && sed -i 's|security.debian.org/debian-security|mirrors.ustc.edu.cn/debian-security|g' /etc/apt/sources.list.d/debian.sources
-
-RUN apt-get update \
-    && apt-get install -y --no-install-recommends gcc python3-dev supervisor \
-    && rm -rf /var/lib/apt/lists/* \
-    # 某些包可能存在同步不及时导致安装失败的情况，可更改为官方源：https://pypi.org/simple
-    && pip install --upgrade pip -i https://mirrors.aliyun.com/pypi/simple \
-    && pip install -r backend/requirements.txt -i https://mirrors.aliyun.com/pypi/simple \
-    && pip install aio_pika wait-for-it -i https://mirrors.aliyun.com/pypi/simple
-
-ENV TZ="Asia/Shanghai"
-
-RUN mkdir -p /var/log/celery
-
-COPY deploy/backend/supervisord.conf /etc/supervisor/supervisord.conf
-
-COPY deploy/backend/celery.conf /etc/supervisor/conf.d/
-
-WORKDIR /fba/backend/
-
-RUN chmod +x celery-start.sh
-
-EXPOSE 8555
-
-CMD ["./celery-start.sh"]
diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index afe7cf3a..473a1f8e 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -61,7 +61,7 @@ lint = [
 ]
 server = [
     "gunicorn==21.2.0",
-    "aio_pika==9.4.3",
+    "aio-pika==9.4.3",
     "wait-for-it>=2.2.2",
 ]
 
diff --git a/backend/uv.lock b/backend/uv.lock
index d2dd2b49..790b4c2e 100644
--- a/backend/uv.lock
+++ b/backend/uv.lock
@@ -1,4 +1,5 @@
 version = 1
+revision = 1
 requires-python = ">=3.10, <3.13"
 
 [[package]]
diff --git a/deploy/backend/docker-compose/docker-compose.yml b/deploy/backend/docker-compose/docker-compose.yml
index fed4a8ab..378431b6 100644
--- a/deploy/backend/docker-compose/docker-compose.yml
+++ b/deploy/backend/docker-compose/docker-compose.yml
@@ -2,7 +2,7 @@ services:
   fba_server:
     build:
       context: ../../../
-      dockerfile: backend/backend.dockerfile
+      dockerfile: backend/Dockerfile
     image: fba_server:latest
     container_name: fba_server
     restart: always
@@ -11,6 +11,7 @@ services:
       - fba_redis
       - fba_celery
     volumes:
+      - .env.server:/fba/backend/.env
       - fba_static:/fba/backend/app/static
     networks:
       - fba_network
@@ -23,7 +24,7 @@ services:
         supervisorctl restart
 
   fba_mysql:
-    image: mysql:8.0.29
+    image: mysql:8.0.41
     ports:
       - "${DOCKER_MYSQL_MAP_PORT:-3306}:3306"
     container_name: fba_mysql
@@ -42,23 +43,23 @@ services:
       --collation-server=utf8mb4_general_ci
       --lower_case_table_names=1
 
-  #  fba_postgres:
-  #    image: postgres:16
-  #    ports:
-  #      - "${DOCKER_POSTGRES_MAP_PORT:-5432}:5432"
-  #    container_name: fba_postgres
-  #    restart: always
-  #    environment:
-  #      POSTGRES_DB: fba
-  #      POSTGRES_PASSWORD: 123456
-  #      TZ: Asia/Shanghai
-  #    volumes:
-  #      - fba_postgres:/var/lib/postgresql/data
-  #    networks:
-  #      - fba_network
+#  fba_postgres:
+#    image: postgres:16
+#    ports:
+#      - "${DOCKER_POSTGRES_MAP_PORT:-5432}:5432"
+#    container_name: fba_postgres
+#    restart: always
+#    environment:
+#      POSTGRES_DB: fba
+#      POSTGRES_PASSWORD: 123456
+#      TZ: Asia/Shanghai
+#    volumes:
+#      - fba_postgres:/var/lib/postgresql/data
+#    networks:
+#      - fba_network
 
   fba_redis:
-    image: redis:6.2.7
+    image: redis
     ports:
       - "${DOCKER_REDIS_MAP_PORT:-6379}:6379"
     container_name: fba_redis
@@ -66,7 +67,7 @@ services:
     environment:
       - TZ=Asia/Shanghai
     volumes:
-      - fba_redis:/var/lib/redis
+      - fba_redis:/usr/local/etc/redis
     networks:
       - fba_network
 
@@ -85,32 +86,32 @@ services:
     networks:
       - fba_network
 
-  #  fba_ui:
-  #    build:
-  #      context: /root/fastapi_best_architecture_ui
-  #      dockerfile: Dockerfile
-  #    image: fba_ui:latest
-  #    ports:
-  #      - "80:80"
-  #      - "443:443"
-  #    container_name: fba_ui
-  #    restart: always
-  #    depends_on:
-  #      - fba_server
-  #    command:
-  #      - nginx
-  #      - -g
-  #      - daemon off;
-  #    volumes:
-  #      # - local_ssl_pem_path:/etc/ssl/xxx.pem
-  #      # - local_ssl_key_path:/etc/ssl/xxx.key
-  #      - fba_static:/www/fba_server/backend/static
-  #    networks:
-  #      - fba_network
+#  fba_ui:
+#    build:
+#      context: /root/fastapi_best_architecture_ui
+#      dockerfile: Dockerfile
+#    image: fba_ui:latest
+#    ports:
+#      - "80:80"
+#      - "443:443"
+#    container_name: fba_ui
+#    restart: always
+#    depends_on:
+#      - fba_server
+#    command:
+#      - nginx
+#      - -g
+#      - daemon off;
+#    volumes:
+#      # - local_ssl_pem_path:/etc/ssl/xxx.pem
+#      # - local_ssl_key_path:/etc/ssl/xxx.key
+#      - fba_static:/www/fba_server/backend/static
+#    networks:
+#      - fba_network
 
   fba_rabbitmq:
     hostname: fba_rabbitmq
-    image: rabbitmq:3.12.7
+    image: rabbitmq:3.13.7
     ports:
       - "15672:15672"
       - "5672:5672"
@@ -127,7 +128,9 @@ services:
   fba_celery:
     build:
       context: ../../../
-      dockerfile: backend/celery.dockerfile
+      dockerfile: backend/Dockerfile
+      args:
+        - SERVER_TYPE=celery
     image: fba_celery:latest
     ports:
       - "8555:8555"