diff --git a/mem0/memory/graph_memory.py b/mem0/memory/graph_memory.py
index 80a7cced77..0b911dff51 100644
--- a/mem0/memory/graph_memory.py
+++ b/mem0/memory/graph_memory.py
@@ -30,10 +30,10 @@ class MemoryGraph:
     def __init__(self, config):
         self.config = config
         self.graph = Neo4jGraph(
-            self.config.graph_store.config.url,
-            self.config.graph_store.config.username,
-            self.config.graph_store.config.password,
-            self.config.graph_store.config.database,
+            url=self.config.graph_store.config.url,
+            username=self.config.graph_store.config.username,
+            password=self.config.graph_store.config.password,
+            database=self.config.graph_store.config.database,
             refresh_schema=False,
             driver_config={"notifications_min_severity": "OFF"},
         )