Add qdrant api key for agent cloud hosted db

Author: iandjx

agent-backend/src/init/env_variables.py

@@ -19,6 +19,7 @@
 QDRANT_HOSTNAME = os.getenv("QDRANT_HOST", "localhost")
 QDRANT_PORT = os.getenv("QDRANT_PORT", "6333")
 QDRANT_HOST = f"{QDRANT_HOSTNAME}:{QDRANT_PORT}"
+QDRANT_API_KEY = os.getenv("QDRANT_API_KEY")
 REDIS_HOST = os.getenv("REDIS_HOST")
 REDIS_PORT = 6379
 LOG_LEVEL = os.getenv("LOG_LEVEL", "INFO")

agent-backend/src/vectorstores/factory.py

@@ -12,7 +12,7 @@ def vectorstore_factory(embedding_model: Embeddings, collection_name: str, tool,
     match type:
         case VectorDatabase.Qdrant:
             print("Creating Qdrant CLIENT")
-            from init.env_variables import QDRANT_HOST
+            from init.env_variables import QDRANT_HOST, QDRANT_API_KEY
             from langchain_community.vectorstores.qdrant import Qdrant
             from qdrant_client import QdrantClient