import json import firebase_admin from firebase_admin import credentials, firestore from datetime import datetime # Initialize Firebase app once if not firebase_admin._apps: cred = credentials.Certificate("firebase_key.json") firebase_admin.initialize_app(cred) db = firestore.client() def log_user_feedback(goal, sol1, sol2, winner): doc = { "timestamp": datetime.utcnow().isoformat(), "goal": goal, "solution_1": sol1, "solution_2": sol2, "winner": winner } db.collection("feedback_logs").add(doc) print(f"📥 Logged feedback: {winner}")