About the EDA Agent
Your agentic AI companion for autonomous data exploration and analysis
This agentic chatbot makes exploratory data analysis feel less like work and more like having a conversation with a knowledgeable colleague. Behind the scenes, it's powered by Google Gemini 3.0 Flash with code execution capabilities—which means the agent doesn't just talk about your data, it autonomously writes and runs Python code to analyze it.
Upload a file in CSV, Excel, JSON, TSV, or plain text format, and the AI agent immediately gets to work. It autonomously examines the structure, generates summary statistics, identifies patterns, and creates visualizations. All automatically. Then you can ask follow-up questions, request specific analyses, or explore relationships in your data—the agent maintains full context throughout your conversation.
Whether you're a data scientist looking to speed up initial exploration, a business analyst trying to understand a new dataset, or a student learning about data analysis, this agentic tool meets you where you are.
Key Features
Multiple Formats
Upload CSV, Excel, JSON, TSV, or text files—automatic format conversion included
Agentic EDA
The agent autonomously starts exploring on upload—takes initiative without prompting
Real-Time Visualizations
Watch charts and plots generate in real-time using matplotlib and seaborn
Agent Actions
Agentic AI writes and executes Python code autonomously in real-time for every query
How It Works
Upload Your File
Drop in a CSV, Excel, JSON, TSV, or text file—up to 2MB
Watch the Agent Work
The agentic AI autonomously analyzes your data and streams results in real-time
Keep Exploring
Ask follow-up questions—the agent maintains context and autonomously adapts to your needs
See It In Action
Open Source Project
This project is open source. The code is available on GitHub if you want to see how it works, run it locally, or contribute improvements. Issues and pull requests are welcome.
View on GitHub