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ricochet: Data Science Deployment Platform

ricochet is the deployment platform for data scientists.

Deploy R, Julia, and Python apps with a single command. Built-in authentication, access controls, and scheduling let you focus on your work, not infrastructure.

Unsure where to start?

Section titled “Unsure where to start?”
Ready to deploy? Deploy in minutes with try.ricochet.rs.
Deploying your own server? Set up your own ricochet instance on a VM, Kubernetes, or Docker.

Community

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Discord

Join our Discord server to chat with the community about ricochet or anything else.

Matrix

Join our Matrix space to chat with the community about ricochet or anything else.

Why ricochet?

Section titled “Why ricochet?”

Putting R, Julia, and Python into production shouldn’t be hard. ricochet is a modern deployment platform tailored for data scientists who want to focus on their work, not infrastructure.

  • Flexible infrastructure: Run on Kubernetes, Docker, or VMs. Your infrastructure choices don’t dictate your costs or capabilities.
  • Built for teams of any size: From individual homelabs to enterprise deployments, ricochet scales with you. Our homelab offering provides core features for personal projects, while enterprise features support production operations at scale.
  • Deploy anything that speaks HTTP: Shiny, Plumber, Ambiorix, Dash.jl, you name it. If it speaks HTTP, you should be able to deploy it to ricochet. If we can’t, tell us and we will work to make it possible.
  • Modern workflows: Invoke tasks via REST API, schedule with cron, deploy via CLI or Git. Built-in authentication and access controls mean you can go from development to production without infrastructure headaches.