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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 |