📊 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

1. Clone the Repository

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

2. Install the dependencies

   pip install -r requirements.txt
   

3. Run the Streamlit app

   streamlit run ai_data_visualisation_agent.py