start.py

import subprocess
import time
import sys
import os

# Force Python to not buffer output
os.environ["PYTHONUNBUFFERED"] = "1"

print("🚀 [Orchestrator] Starting FastAPI backend on port 8000...", flush=True)
backend = subprocess.Popen([sys.executable, "-m", "uvicorn", "api.main:app", "--host", "127.0.0.1", "--port", "8000"])

print("⏳ [Orchestrator] Waiting 10 seconds for ML models to load...", flush=True)
time.sleep(10)

print("🎨 [Orchestrator] Starting Streamlit frontend with CORS/XSRF bypassed...", flush=True)
frontend = subprocess.Popen([
    sys.executable, "-m", "streamlit", "run", "frontend/app.py", 
    "--server.port", "7860", 
    "--server.address", "0.0.0.0",
    "--server.enableCORS=false", 
    "--server.enableXsrfProtection=false"
])

# Keep the container running by waiting for the frontend process
frontend.wait()