Update README.md

README.md

@@ -1,14 +1,46 @@
----
-title: AutoEDA
-emoji: 😻
-colorFrom: pink
-colorTo: indigo
-sdk: gradio
-sdk_version: 5.33.0
-app_file: app.py
-pinned: false
-license: mit
-short_description: Upload your CSV file and get instant AI-powered data insight
----
+# 🚀 AI Data Explorer with Gemini
+
+**agent-demo-track**
+
+## 📖 Overview
+AI Data Explorer is an intelligent data analysis application that uses Google's Gemini AI to automatically understand, analyze, and tell stories about your datasets. Simply upload a CSV file and get instant AI-powered insights!
+
+## ✨ Features
+- 🤖 **AI-Powered Storytelling**: Gemini AI analyzes your data and creates engaging narratives
+- 📊 **Automated Data Profiling**: Comprehensive statistical analysis and data quality assessment
+- 🎨 **Smart Visualizations**: Automatic chart generation based on data characteristics
+- 🔍 **Missing Data Analysis**: Detailed missing value patterns and recommendations
+- 📈 **Correlation Discovery**: Automatic identification of relationships between variables
+- 🎯 **Data Quality Scoring**: Instant assessment of dataset completeness
+
+## 🛠️ Technology Stack
+- **Frontend**: Gradio 5.0
+- **AI Engine**: Google Gemini 1.5 Flash
+- **Data Processing**: Pandas, NumPy
+- **Visualizations**: Plotly, Seaborn
+- **Statistics**: SciPy
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+## 🎯 Use Cases
+- **Business Analysts**: Quick dataset understanding and insights
+- **Data Scientists**: Rapid EDA (Exploratory Data Analysis)
+- **Students**: Learning data analysis through AI explanations
+- **Researchers**: Fast dataset characterization
+
+## 🚀 How to Use
+1. Upload your CSV file
+2. Enter your Gemini API key
+3. Click "Generate Story" for AI insights
+4. Explore data profiling and visualizations
+5. Get actionable recommendations
+
+## 🎥 Demo Video
+[Link to your demo video - UPLOAD THIS!]
+
+## 🔑 API Key Setup
+Get your free Gemini API key from [Google AI Studio](https://aistudio.google.com/)
+
+## 🏆 Hackathon Submission
+This project was created for the Gradio + Hugging Face Agent Hackathon 2025, demonstrating the power of AI agents in automated data analysis and storytelling.
+
+---
+*Built with ❤️ using Gradio and Gemini AI*