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app.py

@@ -0,0 +1,20 @@
+import subprocess
+import os
+import sys
+import time
+
+# 1. Start FastAPI backend in background
+print("Starting FastAPI backend...")
+backend_process = subprocess.Popen(
+    [sys.executable, "-m", "uvicorn", "backend.main:app", "--host", "0.0.0.0", "--port", "8000"]
+)
+
+# Give backend some time to start
+time.sleep(5)
+
+# 2. Start Streamlit frontend
+print("Starting Streamlit frontend...")
+os.environ["API_URL"] = "http://localhost:8000"
+subprocess.run(
+    ["streamlit", "run", "frontend/Home.py", "--server.port", "7860", "--server.address", "0.0.0.0"]
+)

requirements.txt

@@ -9,3 +9,5 @@ joblib>=1.4.2
 streamlit>=1.36.0
 plotly>=5.22.0
 requests>=2.32.3
+m2cgen
+shap