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"""
This module provides user personalization capabilities.
"""
import json
from typing import Dict, Any
try:
from ..utils.database import Database
except Exception:
Database = None
class UserPersonalizer:
"""Personalizes responses based on user preferences"""
def __init__(self, db: Database):
self.db = db
def get_user_preferences(self, user_id: int) -> Dict[str, Any]:
"""Retrieve user preferences from the database"""
if not self.db:
return {}
try:
cursor = self.db.connection.cursor()
cursor.execute("SELECT preferences FROM users WHERE id = ?", (user_id,))
result = cursor.fetchone()
return json.loads(result[0]) if result else {}
except Exception:
return {}
def personalize_response(self, response: str, user_id: int) -> str:
"""Personalize the response based on user preferences"""
preferences = self.get_user_preferences(user_id)
if preferences.get("simplify"):
response = self.simplify_response(response)
if preferences.get("add_details"):
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 |