SIENTIAPDE-1350: Refactor: Improve logging, configuration, and resource management. Includes .env updates, client initialization logging, and resource closing.

model_manager/utils/repository/model_repository.py

@@ -31,8 +31,8 @@ warnings.filterwarnings('ignore', category=FutureWarning, message=".*'squared' i
 class ModelRepository:
     def __init__(self, url, username, password, logger: Logger):
         self.model_serving = ModelServing(tracking_uri=url, username=username, password=password)
-
         self.logger = logger
+        self.logger.info(f'MLFlow client initialized at {url}')
 
     def save_model(self, train_result: TrainModelResult) -> TrainModelResult:
         """