Create app.py

app.py

@@ -0,0 +1,25 @@
+from fastapi import FastAPI, HTTPException
+from fastapi.responses import FileResponse
+from fastapi.staticfiles import StaticFiles
+import pickle
+
+app = FastAPI()
+
+# Serve static files like CSS
+app.mount("/static", StaticFiles(directory="static"), name="static")
+
+# Load the model
+with open('logistic_model_reduced.pkl', 'rb') as file:
+    model = pickle.load('logistic_model_reduced.pkl')
+
+@app.get("/")
+def read_root():
+    return FileResponse("final_interactive_prototype_with_updated_title.html")
+
+@app.post("/predict")
+async def predict(features: list):
+    try:
+        prediction = model.predict([features])[0]
+        return {"prediction": int(prediction)}
+    except Exception as e:
+        raise HTTPException(status_code=500, detail=str(e))