diff --git a/backend/Dockerfile b/backend/Dockerfile
new file mode 100644
index 0000000..5cb7d1e
--- /dev/null
+++ b/backend/Dockerfile
@@ -0,0 +1,23 @@
+# 使用Python官方镜像
+FROM python:3.9-slim
+
+# 设置工作目录
+WORKDIR /app
+
+# 复制依赖文件
+COPY requirements.txt .
+
+# 安装依赖
+RUN pip install --no-cache-dir -r requirements.txt
+
+# 复制项目文件
+COPY . .
+
+# 暴露端口
+EXPOSE 8000
+
+# 设置环境变量
+ENV PYTHONUNBUFFERED=1
+
+# 启动应用
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000"]
\ No newline at end of file
diff --git a/backend/schemas/user.py b/backend/schemas/user.py
index 46dc5f3..f837b7a 100644
--- a/backend/schemas/user.py
+++ b/backend/schemas/user.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import Enum
-from pydantic import BaseModel, Field, root_validator
+from pydantic import BaseModel, Field, model_validator
 from typing import Optional
 
 # 用户角色枚举
@@ -27,7 +27,7 @@ class UserUpdate(BaseModel):
     description: Optional[str] = Field(None, max_length=255, description="用户描述")
 
     # 可选：确保至少更新一个字段
-    @root_validator
+    @model_validator(mode='before')
     def validate_at_least_one_field(cls, values):
         if not any(values.values()):
             raise ValueError("至少需要更新一个字段")
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..c9df627
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,53 @@
+version: '3.8'
+
+services:
+  frontend:
+    build: ./frontend
+    ports:
+      - "3000:80"
+    depends_on:
+      - backend
+    networks:
+      - app-network
+
+  backend:
+    build: ./backend
+    environment:
+      - DB_HOST=mysql
+      - DB_PORT=3306
+      - DB_USER=root
+      - DB_PASSWORD=password
+      - DB_NAME=db
+      - JWT_SECRET_KEY=your-secret-key
+    depends_on:
+      - mysql
+    networks:
+      - app-network
+
+  nginx:
+    image: nginx:stable-alpine
+    ports:
+      - "80:80"
+    volumes:
+      - ./nginx.conf:/etc/nginx/nginx.conf
+    depends_on:
+      - frontend
+      - backend
+    networks:
+      - app-network
+
+  mysql:
+    image: mysql:8.0
+    environment:
+      MYSQL_ROOT_PASSWORD: password
+      MYSQL_DATABASE: db
+    volumes:
+      - mysql-data:/var/lib/mysql
+    networks:
+      - app-network
+
+volumes:
+  mysql-data:
+
+networks:
+  app-network:
\ No newline at end of file
diff --git a/frontend/Dockerfile b/frontend/Dockerfile
new file mode 100644
index 0000000..db251a7
--- /dev/null
+++ b/frontend/Dockerfile
@@ -0,0 +1,29 @@
+# 使用Node.js作为基础镜像
+FROM node:18-alpine as build-stage
+
+# 设置工作目录
+WORKDIR /app
+
+# 复制package.json和package-lock.json
+COPY package*.json ./
+
+# 安装依赖
+RUN npm install
+
+# 复制项目文件
+COPY . .
+
+# 构建项目
+RUN npm run build
+
+# 使用Nginx作为生产环境
+FROM nginx:stable-alpine as production-stage
+
+# 复制构建好的文件到Nginx目录
+COPY --from=build-stage /app/dist /usr/share/nginx/html
+
+# 暴露80端口
+EXPOSE 80
+
+# 启动Nginx
+CMD ["nginx", "-g", "daemon off;"]
diff --git a/nginx.conf b/nginx.conf
new file mode 100644
index 0000000..03b9131
--- /dev/null
+++ b/nginx.conf
@@ -0,0 +1,25 @@
+worker_processes 1;
+
+events {
+    worker_connections 1024;
+}
+
+http {
+    server {
+        listen 80;
+
+        location /api/ {
+            proxy_pass http://backend:8000/;
+            proxy_set_header Host $host;
+            proxy_set_header X-Real-IP $remote_addr;
+            proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+        }
+
+        location / {
+            proxy_pass http://frontend:80/;
+            proxy_set_header Host $host;
+            proxy_set_header X-Real-IP $remote_addr;
+            proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+        }
+    }
+}
\ No newline at end of file