update: readme according to hf spaces

README.md

@@ -1,28 +1,11 @@
-# Loan Approval Prediction System
-
-This project is a **Loan Approval Prediction System** developed as part of my **University Assignment for MLOps**. It consists of a backend API built with Flask and a frontend interface built with Streamlit.
-
-## Features
-- **Frontend**: A user-friendly interface to input loan application details and view predictions.
-- **Backend**: A Flask-based API that uses a pre-trained machine learning model to predict loan approval status.
-
-
-
-## How to Run
-1. Install dependencies:
-   ```bash
-   pip install -r requirements.txt
-2. Run the application:
-    ```bash
-    python app.py
-3. Access the frontend at `httpp://localhost:7860`
-
-## Docker Support
-Build and run the application using Docker:
-```bash
-docker build -t loan-approval .
-docker run -p 7860:7860 loan-approval
-```
-
-## Note
-This project is for educational purposes only and is part of my MLOps University Assignment.
+---
+title: Loan Approval Prediction System
+emoji: 🏦
+colorFrom: blue
+colorTo: green
+sdk: docker
+sdk_version: 1.25.0
+app_file: app.py
+pinned: false
+short_description: A loan approval prediction system using a pre-trained ML model.
+---