diff --git a/api/database.py b/api/database.py
index 94c558a..d62deb3 100644
--- a/api/database.py
+++ b/api/database.py
@@ -29,11 +29,6 @@ async def create_db_and_tables():
         await conn.run_sync(SQLModel.metadata.create_all)
 
 
-# def get_db():
-#     with Session(engine) as session:
-#         yield session
-
-
 
 
 async def create_town_and_people(db: Session):
@@ -65,43 +60,3 @@ async def create_town_and_people(db: Session):
 
     return created_towns, created_people
 
-# async def connect_to_db():
-#     await database.connect()
-
-# async def close_db_connection():
-#     await database.disconnect()
-
-# def create_db_and_tables():
-#     engine = create_engine(settings.DATABASE_URI, echo=True, connect_args={"check_same_thread": False})
-#     SQLModel.metadata.create_all(engine)
-
-# async def get_db() -> Session:
-#     async with database.transaction():
-#         yield Session()
-
-# async def create_town_and_people(db: Session):
-#     town_data = [
-#         {"name": "Town A", "population": 10000, "country": "Country A"},
-#         {"name": "Town B", "population": 15000, "country": "Country B"},
-#         # Add more towns as needed
-#     ]
-
-#     created_towns = []
-#     for town_info in town_data:
-#         town = TownCreate(**town_info)
-#         created_town = await create_town(db, town)
-#         created_towns.append(created_town)
-
-#     people_data = [
-#         {"name": "Alice", "age": 30, "town_id": created_towns[0].id},
-#         {"name": "Bob", "age": 25, "town_id": created_towns[1].id},
-#         # Assign people to towns created above, adjust town_id as needed
-#     ]
-
-#     created_people = []
-#     for person_info in people_data:
-#         person = PersonCreate(**person_info)
-#         created_person = await create_person(db, person)
-#         created_people.append(created_person)
-
-#     return created_towns, created_people