AI Data Analysis Suite

An intelligent data analysis application powered by Gemini AI and E2B Code Interpreter. Upload a CSV file and ask questions about your data in plain English—automatic code generation, execution, and visualization.

Features

• AI-Powered Analysis: Natural language queries converted to Python code
• Instant Visualizations: Generate charts and tables on demand
• Secure Execution: Code runs in isolated E2B sandbox environment
• Exploratory Data Analysis: Statistics, trends, and patterns
• Chat Interface: Multi-turn conversation with your data

Quick Start

Prerequisites

• Python 3.12
• Gemini API Key
• E2B API Key

Installation

• pip insall uv package manager
• Clone Repository
• Create virtual Environment uv venv
• Install Dependencies uv sync

Secrets.Tomal

GEMINI_API_KEY=your_gemini_api_key
E2B_API_KEY=your_e2b_api_key

Run the App

streamlit run app.py

Visit http://localhost:8501 in your browser.

How It Works

1. Upload CSV → File sent to E2B sandbox
2. Ask Question → Natural language query
3. AI Generates Code → Python analysis script
4. Execute in Sandbox → Secure, isolated environment
5. Display Results → Charts, tables, and insights

Example Queries

• "What's the distribution of vote_average?"
• "Create a scatter plot of budget vs revenue"
• "Show me the top 10 movies by rating"
• "Analyze trends in release dates"

Security

Code execution happens in a sandboxed environment, ensuring no access to your local system or data.

Author

🌍 Portfolio
💼 LinkedIn