from utils.database import Database class ImprovedFeedbackManager: """Manages user feedback for continuous learning""" def __init__(self, db: Database): self.db = db def collect_feedback(self, user_id: int, interaction_id: int, feedback: str): """Collect and store user feedback""" with self.db.connection: self.db.connection.execute( "UPDATE interactions SET feedback = ? WHERE id = ? AND user_id = ?", (feedback, interaction_id, user_id) ) def process_feedback(self): """Process feedback for continuous learning""" cursor = self.db.connection.cursor() cursor.execute("SELECT feedback FROM interactions WHERE feedback IS NOT NULL") feedbacks = cursor.fetchall() # Process feedbacks to improve the system for feedback in feedbacks: # Implement feedback processing logic here pass def adjust_response_based_on_feedback(self, response: str, feedback: str) -> str: """Adjust the response based on feedback""" # Implement logic to adjust response based on feedback if "too complex" in feedback: response = self.simplify_response(response) elif "not detailed enough" in feedback: response = self.add_details_to_response(response) return response def simplify_response(self, response: str) -> str: """Simplify the response""" # Implement logic to simplify the response return response def add_details_to_response(self, response: str) -> str: """Add details to the response""" # Implement logic to add details to the response return response