Update README.md

README.md

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 short_description: Streamlit template space
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+# Advanced Time Series Forecasting
+
+A comprehensive forecasting system with advanced features including deep learning models, automated feature engineering, and AI-powered insights.
+
+## Features
+
+- **Multiple Forecasting Models**: LSTM, Prophet, and ARIMA
+- **Advanced Feature Engineering**: Automated feature extraction, lag features, rolling statistics
+- **GenAI Integration**: AI-powered interpretation and business recommendations (requires OpenAI API key)
+- **Interactive Visualization**: Plotly charts for data exploration and forecast visualization
+- **Streamlit Interface**: User-friendly web application
+
+## How to Use
+
+1. **Data Input**: Use the example data or upload your own CSV file
+2. **Feature Engineering**: Generate advanced features with a single click
+3. **Model Training**: Select and train forecasting models
+4. **Forecasting**: Generate and visualize forecasts
+5. **AI Insights**: Get AI-powered interpretations and recommendations
+
+## Installation for Local Development
+
+1. Clone the repository:
+```bash
+git clone https://huggingface.co/spaces/your-username/forecasting-project
+cd forecasting-project
 
 # Welcome to Streamlit!