soundoffear / datachat

This application for quickly getting interpretation of your data using LLMs (Currently OpenAI API - functions). The goal of the project is to expand it to all LLM (Closed and OpenSource) so people really only PLUG-AND-PLAY their databases.

DataChat

This application for quickly getting interpretation of your data using LLMs (Currently OpenAI API - functions). The goal of the project is to expand it to all LLM (Closed and OpenSource) so people really only PLUG-AND-PLAY their databases.

The app currently have synthetic database inside the folder instance - those are NOT real values or data, but they were easy to create for me.

Features

📊 D3JS Integration: Advanced data visualization.

🌐 Flask & Python: Robust back-end support.

🐼 Pandas: Efficient data manipulation.

🗄️ SQLite3: Currently supports SQLite3 databases.

Installation

Clone this repository

git clone https://github.com/yourusername/DataChat.git')

Navigate to the project directory

cd DataChat

Install dependencies

pip install -r requirements.txt

Run the application

python3 app.py

The server will start at 192.168.1.3:5000

Usage & Examples

The app works very simply, you ask question and system will make requests to OpenAI API and return messages.

To get an idea of how DataChat works, take a look at the following screenshots:

License

Apache 2.0