diff --git a/cognee/infrastructure/databases/relational/create_relational_engine.py b/cognee/infrastructure/databases/relational/create_relational_engine.py
index d38c506ad..4f117bf4c 100644
--- a/cognee/infrastructure/databases/relational/create_relational_engine.py
+++ b/cognee/infrastructure/databases/relational/create_relational_engine.py
@@ -42,6 +42,7 @@ def create_relational_engine(
         try:
             # Test if asyncpg is available
             import asyncpg
+
             connection_string = (
                 f"postgresql+asyncpg://{db_username}:{db_password}@{db_host}:{db_port}/{db_name}"
             )
diff --git a/cognee/infrastructure/databases/vector/pgvector/PGVectorAdapter.py b/cognee/infrastructure/databases/vector/pgvector/PGVectorAdapter.py
index 5d8fd3ae3..b2e2bf8c7 100644
--- a/cognee/infrastructure/databases/vector/pgvector/PGVectorAdapter.py
+++ b/cognee/infrastructure/databases/vector/pgvector/PGVectorAdapter.py
@@ -7,14 +7,17 @@ from sqlalchemy import JSON, Column, Table, select, delete, MetaData
 from sqlalchemy.ext.asyncio import create_async_engine, async_sessionmaker
 from sqlalchemy.exc import ProgrammingError
 from tenacity import retry, retry_if_exception_type, stop_after_attempt, wait_exponential
+
 try:
     from asyncpg import DeadlockDetectedError, DuplicateTableError, UniqueViolationError
 except ImportError:
     # PostgreSQL dependencies not installed, define dummy exceptions
     class DeadlockDetectedError(Exception):
         pass
+
     class DuplicateTableError(Exception):
         pass
+
     class UniqueViolationError(Exception):
         pass
 
@@ -81,6 +84,7 @@ class PGVectorAdapter(SQLAlchemyAdapter, VectorDBInterface):
         # Functions reading tables from database need to know what a Vector column type is
         try:
             from pgvector.sqlalchemy import Vector
+
             self.Vector = Vector
         except ImportError:
             raise ImportError(
diff --git a/cognee/infrastructure/files/utils/open_data_file.py b/cognee/infrastructure/files/utils/open_data_file.py
index 171f5deb7..fcfca4161 100644
--- a/cognee/infrastructure/files/utils/open_data_file.py
+++ b/cognee/infrastructure/files/utils/open_data_file.py
@@ -4,7 +4,6 @@ from urllib.parse import urlparse
 from contextlib import asynccontextmanager
 
 from cognee.infrastructure.files.utils.get_data_file_path import get_data_file_path
-from cognee.infrastructure.files.storage.S3FileStorage import S3FileStorage
 from cognee.infrastructure.files.storage.LocalFileStorage import LocalFileStorage
 
 
@@ -23,23 +22,17 @@ async def open_data_file(file_path: str, mode: str = "rb", encoding: str = None,
             yield file
 
     elif file_path.startswith("s3://"):
+        try:
+            from cognee.infrastructure.files.storage.S3FileStorage import S3FileStorage
+        except ImportError:
+            raise ImportError(
+                "S3 dependencies are not installed. Please install with 'pip install cognee[aws]' to use S3 functionality."
+            )
+
         normalized_url = get_data_file_path(file_path)
         s3_dir_path = os.path.dirname(normalized_url)
         s3_filename = os.path.basename(normalized_url)
 
-        # if "/" in s3_path:
-        #     s3_dir = "/".join(s3_path.split("/")[:-1])
-        #     s3_filename = s3_path.split("/")[-1]
-        # else:
-        #     s3_dir = ""
-        #     s3_filename = s3_path
-
-        # Extract filesystem path from S3 URL structure
-        # file_dir_path = (
-        #     f"s3://{parsed_url.netloc}/{s3_dir}" if s3_dir else f"s3://{parsed_url.netloc}"
-        # )
-        # file_name = s3_filename
-
         file_storage = S3FileStorage(s3_dir_path)
 
         async with file_storage.open(s3_filename, mode=mode, **kwargs) as file: