Update main.py

main.py

@@ -4,26 +4,10 @@ import numpy as np
 import joblib
 import random
 import os
-import threading
-import time
 from fastapi import FastAPI
 from fastapi.middleware.cors import CORSMiddleware
 from pydantic import BaseModel
-from pyngrok import ngrok
 from contextlib import asynccontextmanager
-import uvicorn
-
-# ==========================================
-# 0. CLEANUP & AUTH
-# ==========================================
-print("🧹 Cleaning up old sessions...")
-ngrok.kill()
-os.system("fuser -k 8000/tcp") 
-
-# Using the token from the second script
-NGROK_TOKEN = "38wFP4o09vV9sgwJUoWM2euBk7J_2WnPVQ4XfT7pT9ndARhwJ"
-ngrok.set_auth_token(NGROK_TOKEN)
-print("🔑 New Ngrok Token Applied.")
 
 # ==========================================
 # 1. MODEL ARCHITECTURES
@@ -217,25 +201,3 @@ def predict_battery(data: BatteryData):
         "temp": round(float(temp_est), 2),
         "status": status
     }
-
-# ==========================================
-# 5. LAUNCH
-# ==========================================
-def run_server():
-    config = uvicorn.Config(app, port=8000, log_level="error")
-    server = uvicorn.Server(config)
-    server.install_signal_handlers = lambda: None
-    server.run()
-
-t = threading.Thread(target=run_server)
-t.start()
-
-print("⏳ Initializing D.E.C.O.D.E. Unified API...", end="")
-time.sleep(5)
-
-try:
-    public_url = ngrok.connect(8000).public_url
-    print(f"\n🚀 API LIVE: {public_url}")
-    print(f"🔗 DOCS: {public_url}/docs")
-except Exception as e:
-    print(f"\n❌ Connection Error: {e}")