import firebase_admin from firebase_admin import credentials, firestore import datetime # Initialize Firebase cred = credentials.Certificate("firebase_key.json") # Change if you renamed the file firebase_admin.initialize_app(cred) db = firestore.client() def log_feedback_to_firebase(goal, sol1, sol2, evo_response, gpt_response, correct_answer, user_feedback): doc = { "timestamp": datetime.datetime.utcnow(), "goal": goal, "solution_1": sol1, "solution_2": sol2, "evo_response": evo_response, "gpt_response": gpt_response, "correct_answer": correct_answer, "user_feedback": user_feedback, } db.collection("evo_feedback_logs").add(doc) print("✅ Logged to Firestore.")