Jovyan AI — AI Copilot for Data Science & Machine Learning

Write, clean, analyze, and visualize data using natural language — right inside VS Code.

Jovyan AI is a VS Code extension that brings an AI data science assistant directly into your editor. It understands Jupyter notebooks, your data environment, and data science best practices — so you can go from raw data to insights faster.

Get started free — $20 in credits, no credit card required.

Why Jovyan AI?

Feature	Description
Notebook-native editing	Writes, edits, and executes Jupyter notebook cells directly — no copy-paste workflow.
Smart data context	Reads your DataFrames, variables, and compute environment so answers fit your actual data.
Data science expertise	Built-in knowledge of pandas, scikit-learn, matplotlib, seaborn, NumPy, and more.
Privacy by default	Your code and data stay on your machine. Nothing is stored outside your devices.
All frontier models	Access Claude, GPT-4, Gemini, LLaMA, and other LLMs through a single interface.

What can you do with Jovyan AI?

Exploratory data analysis — Ask "summarize this dataset" or "show the distribution of column X" and get working notebook cells with charts.
Data cleaning & preparation — Handle missing values, fix dtypes, merge datasets, and reshape tables by describing what you need.
Model building — Train, evaluate, and tune scikit-learn, XGBoost, PyTorch, or TensorFlow models from a plain-English prompt.
Visualization — Generate matplotlib, seaborn, or plotly charts and tweak them iteratively through conversation.
Debugging notebooks — Paste an error or highlight a failing cell and get a fix that runs.
Documentation — Auto-generate docstrings, markdown cells, and project READMEs from your code.
Production code — Refactor notebook prototypes into clean, modular Python scripts.

Getting Started

Install — Search for "Jovyan AI" in the VS Code Marketplace or click Install above.
Sign in — Create a free account with Google to receive $20 in credits.
Open the sidebar — Click the Jovyan AI icon in the Activity Bar (or press Shift+Cmd+A / Shift+Ctrl+A).
Start asking — Describe your task in plain English. Jovyan AI writes and runs the code for you.

Requirements

VS Code 1.84 or later
Jupyter extension (ms-toolsai.jupyter) — installed automatically as a dependency

Supported Models

Jovyan AI connects to frontier LLMs so you can pick the best model for each task:

Anthropic — Claude Sonnet, Claude Opus, Claude Haiku
OpenAI — GPT-4o, GPT-4, o1, o3
Google — Gemini 2.5 Pro, Gemini 2.5 Flash
Meta — LLaMA 3
And more via OpenRouter

Privacy & Security

Your code and data are never stored on Jovyan AI servers.
Prompts are sent to the model provider you choose, under their privacy terms.
You can bring your own API key for full control over data routing.

Jovyan AI