Data Agent

Data Agent is an AI-powered tool that automatically analyzes business hypotheses using your data sources.

Features

• 🤖 Automated data analysis
• 💬 Natural language queries
• 📊 Multiple data source support
• 🔄 Contextual understanding
• 📈 Business insights generation
• 🔒 Keep your data secure and in your control

Demo

Watch how Data Agent works:

1. Connect your data source
2. Provide business context
3. Ask questions in natural language

Screencast.from.2024-10-28.14-06-04.mp4

Quick Start

Prerequisites

• Docker and Docker Compose
• OpenAI API key
• Tavily API key

Installation

Setup and Running Instructions

1. Copy the example environment file:

   cp .env_example .env

2. Add your keys to the .env file:

   • OPENAI_API_KEY: Create API key
   • IMPORT_TEST_DB=1: Keep 1 if you want to create a test SQLite database with the wildfires dataset
   • NEXT_PUBLIC_AGENT_API_URL=localhost:8000: Keep localhost if you work locally, replace with your domain if you want to host it elsewhere

3. Load the environment variables:

   export $(cat .env | xargs)

4. Launch with Docker:

   docker compose up -d

5. Access the application:

   • Agent UI: Open your browser and go to http://localhost:3000
   • Agent API: The API will be available at http://localhost:8000

Roadmap

LLM Support

• OpenAI integration
• Claude integration
• Llama integration

Data Sources

• SQLite support
• MySQL support
• PostgreSQL support
• ClickHouse support

Future Features

• Interactive data visualizations with customizable charts and graphs
• Auto-generated hypothesis testing
• Additional LLM integrations
• Contextual learning from previous research results

Contributing

Contributions are welcome! TODO Contributing Guidelines

License

This project is licensed under the GNU License.

Support

For issues, feature requests, or questions, please open an issue on our GitHub repository.