📊 AI Data Visualization Agent

🎓 FREE Step-by-Step Tutorial

👉 Click here to follow our complete step-by-step tutorial and learn how to build this from scratch with detailed code walkthroughs, explanations, and best practices.

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

Meta-Llama 3.1 405B for complex analysis
DeepSeek V3 for detailed insights
Qwen 2.5 7B for quick analysis
Meta-Llama 3.3 70B for advanced queries

How to Run

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

Before anything else, Please get a free Together AI API Key here: https://api.together.ai/signin
Get a free E2B API Key here: https://e2b.dev/ ; https://e2b.dev/docs/legacy/getting-started/api-key

Clone the Repository

git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
cd ai_agent_tutorials/ai_data_visualisation_agent

Install the dependencies
```
pip install -r requirements.txt
```

Run the Streamlit app

streamlit run ai_data_visualisation_agent.py