---
title: AI Data Analyst Chatbot
emoji: 🤖
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: "4.44.0"
app_file: src/question-answer/app.py
pinned: false
license: mit
short_description: AI chatbot that analyzes your data
---

# 🤖 AI Data Analyst Chatbot

An intelligent AI-powered chatbot that transforms your data analysis workflow. Upload any dataset and have natural conversations about your data, getting instant insights, visualizations, and comprehensive reports.

## ✨ Features

- **🗣️ Natural Conversation**: Chat naturally with your AI analyst - ask questions, get clarifications, or just have a friendly conversation
- **📊 Smart Analysis**: Intelligent decision-making that only runs full analysis when needed
- **📈 Rich Visualizations**: Interactive charts and graphs that you can zoom and explore
- **📝 Comprehensive Reports**: Detailed analysis reports with code, execution results, and insights
- **🎯 Suggested Questions**: Get intelligent suggestions based on your dataset structure
- **💾 Persistent Context**: Upload once, analyze multiple times with full conversation memory

## 🚀 How to Use

1. **Upload Your Dataset**: Support for CSV, Excel, JSON, and Parquet files
2. **Start Chatting**: Ask questions naturally or use the suggested questions
3. **Get Insights**: Receive analysis, visualizations, and reports directly in the chat
4. **Continue Exploring**: Ask follow-up questions and dive deeper into your data

## 💡 Example Questions

- "What are the main trends in this dataset?"
- "Show me the distribution of sales by region"
- "What are the top 5 products by revenue?"
- "Can you create a correlation matrix?"
- "What insights can you find about customer behavior?"

## 🛠️ Technical Details

- **Framework**: Gradio + LangGraph
- **AI Models**: GPT-4o-mini for decision making and responses
- **Analysis Pipeline**: Multi-agent system with code generation, execution, and visualization
- **Deployment**: Ready for Hugging Face Spaces

## 📋 Supported File Types

- CSV files (.csv)
- Excel files (.xlsx, .xls)
- JSON files (.json)
- Parquet files (.parquet)

## 🔧 Installation

```bash
pip install -r requirements.txt
python src/question-answer/app.py
```

## 📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

---

**Ready to analyze your data? Upload a dataset and start chatting with your AI analyst!** 🚀