diff --git a/docker/README.md b/docker/README.md
index 20d5cce91..b21d18ce8 100644
--- a/docker/README.md
+++ b/docker/README.md
@@ -36,7 +36,8 @@ Welcome to the new `docker` directory for deploying Dify using Docker Compose. T
     - Navigate to the `docker` directory.
     - Ensure the `middleware.env` file is created by running `cp middleware.env.example middleware.env` (refer to the `middleware.env.example` file).
 2. **Running Middleware Services**:
-    - Execute `docker-compose -f docker-compose.middleware.yaml up --env-file middleware.env -d` to start the middleware services.
+    - Navigate to the `docker` directory.
+    - Execute `docker compose -f docker-compose.middleware.yaml --profile weaviate -p dify up -d` to start the middleware services. (Change the profile to other vector database if you are not using weaviate)
 
 ### Migration for Existing Users