keon_ds

Ask a data question. Hand me a file, a collection, a URL, or just a what-if.

Your Library

Every visualization, report, and code snippet the agent saves goes to your workspace. Anything here persists across sessions once you're signed in.

No charts yet. Ask the agent to build one.

What this is

Most "data chat" demos are a plain chat window with a GPT behind it. This one is different:

  • Registered agent persona. keon_ds is a named agent in the co-op swarm with a system prompt tuned for direct answers and evidence-first replies. Changes get mirrored to the Casino registry so the agent behaves the same whether you hit it here or through any other surface.
  • 27 explicit tools. Sandboxed Python, Mongo / Postgres / S3 / dataset reads, visualization + report saving, Kaggle for public data, web search for context. No Google Ads, no Twitter, no tool sprawl — just data-science essentials.
  • Real code execution. Runs Python in a sandbox — not just suggesting code, actually running it and showing the result.
  • Saves artifacts. Charts and reports land in your workspace so you leave with something beyond the transcript.
  • No corporate filler. The prompt explicitly forbids "delve", "leverage", "robust", etc. Direct beats performative.

Ask it to profile a CSV you upload, query a Mongo collection, run a stats test, build a visualization. If it can't access something, it will tell you and suggest an alternative — not fabricate.