diff --git a/Dockerfile b/Dockerfile
index 63b42c78..720e4dcc 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,5 +1,32 @@
-FROM nginx
-RUN mkdir /app
+FROM node:16-alpine
+
+# 安装Node.js依赖和构建工具
+WORKDIR /app
+
+# 先复制package.json和package-lock.json
+COPY ./web/package*.json ./
+
+# 安装依赖
+RUN npm install
+
+# 复制项目文件
 COPY ./index.html /app/
 COPY ./dist /app/dist/
-COPY nginx.conf /etc/nginx/nginx.conf
\ No newline at end of file
+COPY ./web /app/web/
+
+# 复制nginx配置
+COPY nginx.conf /etc/nginx/nginx.conf
+
+# 安装nginx
+RUN apk add --no-cache nginx
+
+# 创建nginx和app目录
+RUN mkdir -p /var/www/html /var/log/nginx /var/lib/nginx/tmp /run/nginx
+
+# 复制启动脚本
+COPY ./docker-entrypoint.sh /docker-entrypoint.sh
+RUN chmod +x /docker-entrypoint.sh
+
+EXPOSE 80 3456
+
+CMD ["/docker-entrypoint.sh"]
\ No newline at end of file
diff --git a/docker-entrypoint.sh b/docker-entrypoint.sh
new file mode 100644
index 00000000..c1f63390
--- /dev/null
+++ b/docker-entrypoint.sh
@@ -0,0 +1,18 @@
+#!/bin/sh
+
+# 启动AI服务
+node /app/web/scripts/ai.js &
+AI_PID=$!
+
+# 启动nginx
+nginx -g 'daemon off;' &
+NGINX_PID=$!
+
+# 等待任意一个进程退出
+wait $AI_PID
+EXIT_CODE=$?
+
+# 清理：停止另一个进程
+kill $NGINX_PID 2>/dev/null || true
+
+exit $EXIT_CODE
\ No newline at end of file
diff --git a/nginx.conf b/nginx.conf
index 385df250..e38e0110 100644
--- a/nginx.conf
+++ b/nginx.conf
@@ -14,14 +14,34 @@ http {
   access_log  /var/log/nginx/access.log  main;
   sendfile        on;
   keepalive_timeout  65;
+  upstream ai_backend {
+    server localhost:3456;
+  }
   server {
     listen       80;
     server_name  localhost;
+    
+    # 前端静态文件
     location / {
       root   /app;
       index  index.html;
       try_files $uri $uri/ /index.html;
     }
+    
+    # AI后端服务反向代理
+    location /ai/ {
+      proxy_pass http://ai_backend;
+      proxy_set_header Host $host;
+      proxy_set_header X-Real-IP $remote_addr;
+      proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+      proxy_set_header X-Forwarded-Proto $scheme;
+      # SSE支持
+      proxy_buffering off;
+      proxy_cache off;
+      proxy_set_header Connection '';
+      proxy_http_version 1.1;
+    }
+    
     error_page   500 502 503 504  /50x.html;
     location = /50x.html {
       root   /usr/share/nginx/html;