data-science-visualization-assistant 0.3.0

LLM-powered Data Science & Visualization Assistant with Streamlit

📊 AI Data Visualization Agent

A Streamlit application that acts as your personal data visualization expert, powered by LLMs. Simply upload your dataset and ask questions in natural language - the AI agent will analyze your data, generate appropriate visualizations, and provide insights through a combination of charts, statistics, and explanations.

Features

Natural Language Data Analysis

• Ask questions about your data in plain English
• Get instant visualizations and statistical analysis
• Receive explanations of findings and insights
• Interactive follow-up questioning

Intelligent Visualization Selection

• Automatic choice of appropriate chart types
• Dynamic visualization generation
• Statistical visualization support
• Custom plot formatting and styling

Multi-Model AI Support (Groq)

"llama-3.3-70b-versatile", "llama-3.1-8b-instant"

How to Run

Follow the steps below to set up and run the application:

• Before anything else, Please get a free Groq AI API Key here: https://console.groq.com/keys
• Get a free E2B API Key here: https://e2b.dev/ ; https://e2b.dev/docs/legacy/getting-started/api-key

📦 Installation

# Create virtual environment
python -m venv venv
source venv/bin/activate   # Linux/Mac
venv\Scripts\activate      # Windows

pip install data-science-visualization-assistant

run

python run.py

or

execute_app