Create app.py

app.py

@@ -0,0 +1,26 @@
+from flask import Flask, request, jsonify
+import joblib
+import pandas as pd
+
+# Load model
+model = joblib.load("best_model.pkl")
+
+app = Flask(__name__)
+
+@app.route("/")
+def home():
+    return {"message": "SuperKart Model API is running!"}
+
+@app.route("/predict", methods=["POST"])
+def predict():
+    try:
+        data = request.get_json()
+        df = pd.DataFrame([data])
+        prediction = model.predict(df)[0]
+        return jsonify({"prediction": float(prediction)})
+    except Exception as e:
+        return jsonify({"error": str(e)})
+
+if __name__ == "__main__":
+    app.run(host="0.0.0.0", port=7860)
+