diff --git a/cognee/infrastructure/databases/graph/get_graph_engine.py b/cognee/infrastructure/databases/graph/get_graph_engine.py
index 38a6a2caa..1861aa15c 100644
--- a/cognee/infrastructure/databases/graph/get_graph_engine.py
+++ b/cognee/infrastructure/databases/graph/get_graph_engine.py
@@ -44,13 +44,14 @@ def create_graph_engine(
     Parameters:
     -----------
 
-        - graph_database_provider: The type of graph database provider to use (e.g., neo4j,
-          kuzu).
-        - graph_database_url: The URL for the graph database instance. Required for neo4j.
+        - graph_database_provider: The type of graph database provider to use (e.g., neo4j, falkor, kuzu).
+        - graph_database_url: The URL for the graph database instance. Required for neo4j and falkordb providers.
         - graph_database_username: The username for authentication with the graph database.
           Required for neo4j provider.
         - graph_database_password: The password for authentication with the graph database.
           Required for neo4j provider.
+        - graph_database_port: The port number for the graph database connection. Required
+          for the falkordb provider
         - graph_file_path: The filesystem path to the graph file. Required for the kuzu
           provider.