diff --git a/c12_docker运行dify b/c12_docker运行dify
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+## 拉取镜像
+工作流
+
+dify-api
+```
+docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/langgenius/dify-api:0.15.3
+docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/langgenius/dify-api:0.15.3  docker.io/langgenius/dify-api:0.15.3
+docker rmi swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/langgenius/dify-api:0.15.3
+```
+dify-web
+```
+docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/langgenius/dify-web:0.15.3
+docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/langgenius/dify-web:0.15.3  docker.io/langgenius/dify-web:0.15.3
+docker rmi swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/langgenius/dify-web:0.15.3
+```
+
+## 确保redis和Postgresql存在
+
+## 创建目录
+```
+mkdir -p ./data/dify/storage
+```
+
+## 启动容器
+```
+docker run -d \
+  --name dify-api \
+  -p 5001:5001 \
+  -v ./data/dify/storage:/app/api/storage \
+  -e OPENDAL_SCHEME=fs \
+  -e OPENDAL_FS_ROOT=/app/api/storage \
+  -e DATABASE_URL=postgresql://<DB_USER>:<DB_PASS>@<DB_HOST>:5432/<DB_NAME> \
+  -e REDIS_HOST=<REDIS_HOST> \
+  -e REDIS_PORT=6379 \
+  -e REDIS_PASSWORD=<REDIS_PASS> \
+  -e CELERY_BROKER_URL=redis://[:<REDIS_PASS>]@<REDIS_HOST>:6379/0 \
+  -e WEAVIATE_ENDPOINT="" \
+  -e WEAVIATE_API_KEY="" \
+  langgenius/dify-api:0.15.3
+```
+```
+docker run -d \
+  --name dify-web \
+  -p 5002:3000 \
+  -e CONSOLE_API_URL=http://<YOUR_HOST_IP>:5001 \
+  -e PUBLIC_API_URL=http://<YOUR_HOST_IP>:5001 \
+  langgenius/dify-web:0.15.3
+```
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