diff --git a/cognee/infrastructure/databases/graph/get_graph_engine.py b/cognee/infrastructure/databases/graph/get_graph_engine.py
index c37af2102..bd2a6f68d 100644
--- a/cognee/infrastructure/databases/graph/get_graph_engine.py
+++ b/cognee/infrastructure/databases/graph/get_graph_engine.py
@@ -24,7 +24,6 @@ async def get_graph_engine() -> GraphDBInterface:
     return graph_client
 
 
-@lru_cache
 def create_graph_engine(
     graph_database_provider,
     graph_file_path,
@@ -35,6 +34,35 @@ def create_graph_engine(
     graph_database_port="",
     graph_database_key="",
     graph_dataset_database_handler="",
+):
+    """
+    Wrapper function to call create graph engine with caching.
+    For a detailed description, see _create_graph_engine.
+    """
+    return _create_graph_engine(
+        graph_database_provider,
+        graph_file_path,
+        graph_database_url,
+        graph_database_name,
+        graph_database_username,
+        graph_database_password,
+        graph_database_port,
+        graph_database_key,
+        graph_dataset_database_handler,
+    )
+
+
+@lru_cache
+def _create_graph_engine(
+    graph_database_provider,
+    graph_file_path,
+    graph_database_url="",
+    graph_database_name="",
+    graph_database_username="",
+    graph_database_password="",
+    graph_database_port="",
+    graph_database_key="",
+    graph_dataset_database_handler="",
 ):
     """
     Create a graph engine based on the specified provider type.
diff --git a/cognee/infrastructure/databases/vector/create_vector_engine.py b/cognee/infrastructure/databases/vector/create_vector_engine.py
index 8a87f0339..cdf65514f 100644
--- a/cognee/infrastructure/databases/vector/create_vector_engine.py
+++ b/cognee/infrastructure/databases/vector/create_vector_engine.py
@@ -7,7 +7,6 @@ from cognee.infrastructure.databases.graph.config import get_graph_context_confi
 from functools import lru_cache
 
 
-@lru_cache
 def create_vector_engine(
     vector_db_provider: str,
     vector_db_url: str,
@@ -15,6 +14,29 @@ def create_vector_engine(
     vector_db_port: str = "",
     vector_db_key: str = "",
     vector_dataset_database_handler: str = "",
+):
+    """
+    Wrapper function to call create vector engine with caching.
+    For a detailed description, see _create_vector_engine.
+    """
+    return _create_vector_engine(
+        vector_db_provider,
+        vector_db_url,
+        vector_db_name,
+        vector_db_port,
+        vector_db_key,
+        vector_dataset_database_handler,
+    )
+
+
+@lru_cache
+def _create_vector_engine(
+    vector_db_provider: str,
+    vector_db_url: str,
+    vector_db_name: str,
+    vector_db_port: str = "",
+    vector_db_key: str = "",
+    vector_dataset_database_handler: str = "",
 ):
     """
     Create a vector database engine based on the specified provider.
diff --git a/cognee/tests/test_permissions.py b/cognee/tests/test_permissions.py
index 10696441e..9d949c92b 100644
--- a/cognee/tests/test_permissions.py
+++ b/cognee/tests/test_permissions.py
@@ -41,14 +41,14 @@ async def _reset_engines_and_prune() -> None:
     except Exception:
         pass
 
-    from cognee.infrastructure.databases.graph.get_graph_engine import create_graph_engine
     from cognee.infrastructure.databases.relational.create_relational_engine import (
         create_relational_engine,
     )
-    from cognee.infrastructure.databases.vector.create_vector_engine import create_vector_engine
+    from cognee.infrastructure.databases.vector.create_vector_engine import _create_vector_engine
+    from cognee.infrastructure.databases.graph.get_graph_engine import _create_graph_engine
 
-    create_graph_engine.cache_clear()
-    create_vector_engine.cache_clear()
+    _create_graph_engine.cache_clear()
+    _create_vector_engine.cache_clear()
     create_relational_engine.cache_clear()
 
     await cognee.prune.prune_data()
diff --git a/cognee/tests/test_search_db.py b/cognee/tests/test_search_db.py
index 37b8ae45b..cdb2bbc64 100644
--- a/cognee/tests/test_search_db.py
+++ b/cognee/tests/test_search_db.py
@@ -48,14 +48,14 @@ async def _reset_engines_and_prune() -> None:
         # Engine might not exist yet
         pass
 
-    from cognee.infrastructure.databases.graph.get_graph_engine import create_graph_engine
-    from cognee.infrastructure.databases.vector.create_vector_engine import create_vector_engine
+    from cognee.infrastructure.databases.graph.get_graph_engine import _create_graph_engine
+    from cognee.infrastructure.databases.vector.create_vector_engine import _create_vector_engine
     from cognee.infrastructure.databases.relational.create_relational_engine import (
         create_relational_engine,
     )
 
-    create_graph_engine.cache_clear()
-    create_vector_engine.cache_clear()
+    _create_graph_engine.cache_clear()
+    _create_vector_engine.cache_clear()
     create_relational_engine.cache_clear()
 
     await cognee.prune.prune_data()