diff --git a/cognee/infrastructure/databases/utils/get_or_create_dataset_database.py b/cognee/infrastructure/databases/utils/get_or_create_dataset_database.py
index 0a2638dc5..27c0d62a3 100644
--- a/cognee/infrastructure/databases/utils/get_or_create_dataset_database.py
+++ b/cognee/infrastructure/databases/utils/get_or_create_dataset_database.py
@@ -39,6 +39,30 @@ async def get_or_create_dataset_database(
     vector_config = get_vectordb_config()
     graph_config = get_graph_config()
 
+    # Note: for hybrid databases both graph and vector DB name have to be the same
+    if graph_config.graph_database_provider == "kuzu":
+        graph_db_name = f"{dataset_id}.pkl"
+    else:
+        graph_db_name = f"{dataset_id}"
+
+    if vector_config.vector_db_provider == "lancedb":
+        vector_db_name = f"{dataset_id}.lance.db"
+    else:
+        vector_db_name = f"{dataset_id}"
+
+    base_config = get_base_config()
+    databases_directory_path = os.path.join(
+        base_config.system_root_directory, "databases", str(user.id)
+    )
+
+    # Determine vector database URL
+    if vector_config.vector_db_provider == "lancedb":
+        vector_db_url = os.path.join(databases_directory_path, vector_config.vector_db_name)
+    else:
+        vector_db_url = vector_config.vector_database_url
+
+    # Determine graph database URL
+
     async with db_engine.get_async_session() as session:
         # Create dataset if it doesn't exist
         if isinstance(dataset, str):
diff --git a/cognee/modules/users/models/DatasetDatabase.py b/cognee/modules/users/models/DatasetDatabase.py
index 5d2e4fcd5..f4b7c2aed 100644
--- a/cognee/modules/users/models/DatasetDatabase.py
+++ b/cognee/modules/users/models/DatasetDatabase.py
@@ -27,5 +27,14 @@ class DatasetDatabase(Base):
     graph_database_username = Column(String, unique=False, nullable=True)
     graph_database_password = Column(String, unique=False, nullable=True)
 
+    vector_database_provider = Column(String, unique=False, nullable=False)
+    graph_database_provider = Column(String, unique=False, nullable=False)
+
+    vector_database_url = Column(String, unique=False, nullable=True)
+    graph_database_url = Column(String, unique=False, nullable=True)
+
+    vector_database_key = Column(String, unique=False, nullable=True)
+    graph_database_key = Column(String, unique=False, nullable=True)
+
     created_at = Column(DateTime(timezone=True), default=lambda: datetime.now(timezone.utc))
     updated_at = Column(DateTime(timezone=True), onupdate=lambda: datetime.now(timezone.utc))