collections issue

backend/vector_store.py

@@ -14,8 +14,8 @@ load_dotenv()
 logger = logging.getLogger(__name__)
 
 class VectorStore:
-    def __init__(self, collection_name: str = "ca_documents"):
-        self.collection_name = collection_name
+    def __init__(self):
+        self.collection_name = "ca_documents"
         
         # Get Qdrant configuration from environment variables
         qdrant_url = os.getenv("QDRANT_URL")
@@ -122,7 +122,7 @@ class VectorStore:
             # Check if collection exists
             collections = self.client.get_collections()
             collection_names = [col.name for col in collections.collections]
-            
+            print("list of collections : ", collection_names)
             if self.collection_name in collection_names:
                 print(f"Collection '{self.collection_name}' already exists")
                 return True
@@ -130,7 +130,7 @@ class VectorStore:
             print(f"Creating new collection: {self.collection_name}")
             
             # Vector size for all-MiniLM-L6-v2 is 384
-            vector_size = 1
+            vector_size = 384
             
             # Create collection with vector configuration
             self.client.create_collection(