test: add unit tests for vector stores of Milvus, Qdrant and Weaviate (#3688)

docker/docker-compose.milvus.yaml

@@ -36,7 +36,7 @@ services:
       timeout: 20s
       retries: 3
 
-  standalone:
+  milvus-standalone:
     container_name: milvus-standalone
     image: milvusdb/milvus:v2.3.1
     command: ["milvus", "run", "standalone"]

docker/docker-compose.qdrant.yaml

@@ -0,0 +1,12 @@
+version: '3'
+services:
+  # Qdrant vector store.
+  qdrant:
+    image: langgenius/qdrant:v1.7.3
+    restart: always
+    volumes:
+      - ./volumes/qdrant:/qdrant/storage
+    environment:
+      QDRANT_API_KEY: 'difyai123456'
+    ports:
+      - "6333:6333"