diff --git a/docker/docker-compose.yaml b/docker/docker-compose.yaml
index dfa01b6cef..87dcde93b7 100644
--- a/docker/docker-compose.yaml
+++ b/docker/docker-compose.yaml
@@ -82,7 +82,7 @@ services:
       S3_SECRET_KEY: 'sk-difyai'
       S3_REGION: 'us-east-1'
       # The type of vector store to use. Supported values are `weaviate`, `qdrant`, `milvus`.
-      VECTOR_STORE: weaviate
+      VECTOR_STORE: qdrant
       # The Weaviate endpoint URL. Only available when VECTOR_STORE is `weaviate`.
       WEAVIATE_ENDPOINT: http://weaviate:8080
       # The Weaviate API key.
@@ -168,7 +168,7 @@ services:
       STORAGE_TYPE: local
       STORAGE_LOCAL_PATH: storage
       # The type of vector store to use. Supported values are `weaviate`, `qdrant`, `milvus`.
-      VECTOR_STORE: weaviate
+      VECTOR_STORE: qdrant
       # The Weaviate endpoint URL. Only available when VECTOR_STORE is `weaviate`.
       WEAVIATE_ENDPOINT: http://weaviate:8080
       # The Weaviate API key.
@@ -263,25 +263,25 @@ services:
     #   - "6379:6379"
 
   # The Weaviate vector store.
-  weaviate:
-    image: semitechnologies/weaviate:1.19.0
-    restart: always
-    volumes:
-      # Mount the Weaviate data directory to the container.
-      - ./volumes/weaviate:/var/lib/weaviate
-    environment:
-      # The Weaviate configurations
-      # You can refer to the [Weaviate](https://weaviate.io/developers/weaviate/config-refs/env-vars) documentation for more information.
-      QUERY_DEFAULTS_LIMIT: 25
-      AUTHENTICATION_ANONYMOUS_ACCESS_ENABLED: 'false'
-      PERSISTENCE_DATA_PATH: '/var/lib/weaviate'
-      DEFAULT_VECTORIZER_MODULE: 'none'
-      CLUSTER_HOSTNAME: 'node1'
-      AUTHENTICATION_APIKEY_ENABLED: 'true'
-      AUTHENTICATION_APIKEY_ALLOWED_KEYS: 'WVF5YThaHlkYwhGUSmCRgsX3tD5ngdN8pkih'
-      AUTHENTICATION_APIKEY_USERS: 'hello@dify.ai'
-      AUTHORIZATION_ADMINLIST_ENABLED: 'true'
-      AUTHORIZATION_ADMINLIST_USERS: 'hello@dify.ai'
+  # weaviate:
+  #   image: semitechnologies/weaviate:1.19.0
+  #   restart: always
+  #   volumes:
+  #     # Mount the Weaviate data directory to the container.
+  #     - ./volumes/weaviate:/var/lib/weaviate
+  #   environment:
+  #     # The Weaviate configurations
+  #     # You can refer to the [Weaviate](https://weaviate.io/developers/weaviate/config-refs/env-vars) documentation for more information.
+  #     QUERY_DEFAULTS_LIMIT: 25
+  #     AUTHENTICATION_ANONYMOUS_ACCESS_ENABLED: 'false'
+  #     PERSISTENCE_DATA_PATH: '/var/lib/weaviate'
+  #     DEFAULT_VECTORIZER_MODULE: 'none'
+  #     CLUSTER_HOSTNAME: 'node1'
+  #     AUTHENTICATION_APIKEY_ENABLED: 'true'
+  #     AUTHENTICATION_APIKEY_ALLOWED_KEYS: 'WVF5YThaHlkYwhGUSmCRgsX3tD5ngdN8pkih'
+  #     AUTHENTICATION_APIKEY_USERS: 'hello@dify.ai'
+  #     AUTHORIZATION_ADMINLIST_ENABLED: 'true'
+  #     AUTHORIZATION_ADMINLIST_USERS: 'hello@dify.ai'
     # uncomment to expose weaviate port to host
     # ports:
     #  - "8080:8080"
@@ -290,13 +290,13 @@ services:
   # uncomment to use qdrant as vector store.
   # (if uncommented, you need to comment out the weaviate service above,
   # and set VECTOR_STORE to qdrant in the api & worker service.)
-  # qdrant:
-  #   image: langgenius/qdrant:v1.7.3
-  #   restart: always
-  #   volumes:
-  #     - ./volumes/qdrant:/qdrant/storage
-  #   environment:
-  #     QDRANT__API_KEY: 'difyai123456'
+  qdrant:
+    image: langgenius/qdrant:v1.7.3
+    restart: always
+    volumes:
+      - ./volumes/qdrant:/qdrant/storage
+    environment:
+      QDRANT__API_KEY: 'difyai123456'
   #   # uncomment to expose qdrant port to host
   #   # ports:
   #   #  - "6333:6333"