Update README.md

README.md

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-# SuperKart Sales Prediction Frontend (Docker + Streamlit)
+---
+title: SuperKart Sales Prediction
+emoji: 🛒
+colorFrom: purple
+colorTo: blue
+sdk: streamlit
+sdk_version: "1.35.0"
+app_file: app.py
+pinned: false
+---
 
-Streamlit UI for SuperKart Sales prediction. Uses a REST API backend hosted on Hugging Face Spaces.
+# 🛒 SuperKart Sales Prediction Frontend (Streamlit)
 
-- ✅ Online and batch prediction
-- 🔗 Backend: https://dhani10-SuperKartSalesPredictionBackend.hf.space
+This is the **Streamlit UI** for the SuperKart Sales Prediction API.
+
+It supports:
+- ✅ Online sales prediction for a single product
+- 📦 Batch prediction via CSV file upload
+
+---
+
+### 🔗 Backend API
+
+Powered by the backend hosted at:
+
+- POST `/v1/sales`: Predict sales for a single product
+- POST `/v1/salesbatch`: Predict for a batch of products
+
+Backend URL: https://dhani10-SuperKartSalesPredictionBackend.hf.space
+
+---
+
+### 📋 Required Features
+
+| Feature                   | Example         |
+|--------------------------|-----------------|
+| Product_Weight           | 10.5            |
+| Product_Allocated_Area   | 0.08            |
+| Product_MRP              | 150.0           |
+| Store_Establishment_Year | 2005            |
+| Product_Sugar_Content    | "Regular"       |
+| Product_Type             | "Snack Foods"   |
+| Store_Size               | "Medium"        |
+| Store_Location_City_Type| "Tier 2"         |
+| Store_Type               | "Supermarket Type1" |
+
+---
+
+### 🚀 Live Frontend
+
+👉 [Launch Streamlit App](https://dhani10-SuperKartSalesPredictionFrontend.hf.space)
+
+---