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| 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 |