Add app.py

app.py

@@ -0,0 +1,37 @@
+from fastapi import FastAPI, File, UploadFile
+from fastapi.middleware.cors import CORSMiddleware
+import joblib
+import pandas as pd
+import numpy as np
+
+app = FastAPI()
+
+# Add CORS middleware
+app.add_middleware(
+    CORSMiddleware,
+    allow_origins=["*"],
+    allow_credentials=True,
+    allow_methods=["*"],
+    allow_headers=["*"],
+)
+
+# Load the model
+model = joblib.load('superkart_sales_model.joblib')
+
+@app.get("/")
+async def root():
+    return {"message": "SuperKart Sales Prediction API"}
+
+@app.post("/predict")
+async def predict(file: UploadFile = File(...)):
+    # Read the uploaded CSV file
+    df = pd.read_csv(file.file)
+    
+    # Make predictions
+    predictions = model.predict(df)
+    
+    return {"predictions": predictions.tolist()}
+
+if __name__ == "__main__":
+    import uvicorn
+    uvicorn.run(app, host="0.0.0.0", port=8000)