Data Dialogue

Elevate Your Data Insights

🎉 Welcome to Data Dialogue

Transform the way you interact with data using AI-powered conversations

DataDialogue is an innovative application that bridges the gap between your data and natural language understanding. By leveraging advanced AI capabilities, it enables intuitive data exploration and analysis through conversational interfaces.

A user can select a LLM model and connect it with a data source and do his analysis by writing simple prompts instead of writing SQL queries or code.

Data Dialogue Steps Data Dialogue Agent Responses

✨ Key Features

Natural Language Querying: Interact with your data using simple prompts instead of SQL
Multiple LLM Integration:
HuggingFace models
Commercial models (Google LLMs)
Flexible Architecture: Extend to different data sources easily
RESTful API: Easy integration with other systems
Secure Query Execution: Protection against harmful SQL commands
Query Validation: Create and validate queries with copy option
Results Visualization: Interactive data visualization
Multiple Data Source Support: Connect to various data sources

Supported Providers

	Provider	Status
	Google	✔️
	HF	✔️
	OpenAI	✔️
	Anthropic	✔️

Supported Data Sources

	Source	Status
	PostgreSQL	✔️
	MySQL	✔️
	Databricks	✔️
	Mongo DB	✔️
	CSV	✔️

🎯 Getting Started

Prerequisites

Docker
Docker Compose

Quick Installation

Clone the repository:

git clone https://github.com/ggeop/data-dialogue.git
cd data-dialogue

Run Data Dialogue services:
```
docker-compose --env-file .env.prod up
```
Access the frontend at http://localhost:5000 in your web browser.

Pro Tip: Get your FREE Google Gemini API key for the best cloud-based experience!

📚 Documentation

Installation Guide - Detailed setup instructions
Quick Start Guide - Get up and running quickly
Contributing - How to contribute

🤝 Contributing

Your feedback and contributions make DataDialogue better! If you have: - 💭 Feature suggestions - 🐞 Bug reports - 💡 General feedback

Please read our Contributing Guidelines before submitting any pull requests.

♥️ Support and Community

Report issues via GitHub Issues
Join our community discussions here

📎 License

Distributed under the MIT License. See License for more information.