Kvasir — Autonomous Data Science Agent

Kvasir is a multi-agent AI system that handles end-to-end data science projects directly from your editor. It maintains structured knowledge of your project as it works — understanding your data, pipelines, and models in context — so it can iterate intelligently rather than starting fresh each time.

What it does

• Data ingestion and cleaning — connects to your raw data and prepares it for analysis
• Exploratory analysis — runs investigations and surfaces insights
• Pipeline and model building — writes, tests, and refines production-ready code
• Bidirectional file sync — changes made by the agent appear in your workspace instantly; files you save are uploaded automatically

How it works

Kvasir coordinates specialized subagents (Analysis, SWE, Chart, Extraction) through an entity graph that tracks the state of your project — data sources, datasets, pipelines, analyses, and models. This gives the agents the context they need to make meaningful decisions across the full project lifecycle.

Getting started

1. Install the extension and open a folder in VS Code
2. Sign in or create an account at kvasirai.com — new users get $20 in free credit
3. Create a new project or open an existing one
4. Chat with Kvasir to start working

Requirements

No LLM API keys required. Kvasir runs on its own infrastructure.