RJuliaPython

Deploy Shiny AppsFastAPIsQuarto Docsanything.

The data science deployment platform.

Deploy your team's R, Julia, and Python apps, APIs, reports, and scheduled tasks to one place, behind your company's sign-in. Hosted on your infrastructure or our cloud.

Schedule a demo Install ricochet

3: Languages
10+: Content types
: Possibilities

sales-dashboard (zsh)

$ ricochet init
✓ Choose a language: R
✓ Choose content type: Shiny (R)
✓ Select Shiny app entrypoint: app.R
✓ Content item name: sales-dashboard
✓ Item visibility: Internal
✓ Created _ricochet.toml

$ ricochet login
✓ Already authenticated

$ ricochet deploy
Deployment successful!

A path from prototype to production.

Deploy every framework your team uses, not just a handful.

Julia

Python

Applications

For the humans, not the agents.

Shiny
R Markdown (Shiny)
Quarto (Shiny)

Julia

Genie
Dash.jl

Python

Shiny for Python
Streamlit
Dash

APIs

Turn code into building blocks.

Plumber
Ambiorix
_server.yml
nanonext
HTTP app

Julia

HTTP.jl
HTTP app

Python

FastAPI
Flask
HTTP app

Tasks

Documents and scripts, run on a schedule or one off via the REST API.

Quarto
R Markdown
.R

Julia

Quarto
.jl

Python

Quarto
Jupyter
.py

Anything else that speaks HTTP.

Run any R, Julia, or Python web service. If we can't run yours, tell us and we will work to make it possible.

From localhost to a live URL

Your app runs on your laptop and nowhere else. Ricochet gets it in the hands of the people who need it, with the same packages you used, at a persistent URL secured by your authentication provider.

Deploy from Git

Provide your Git repository, configure your deployment, and ship!

Free for homelabs and side projects

The Community Edition is a fully functional platform, free to use, with everything you need to publish and maintain your apps and tasks.

Free to self-host

Run the platform on your own hardware without a licence. Your apps and your data stay on your infrastructure.

Small footprint

A lightweight binary that runs on your laptop, mini PC, container, or cloud.

Your own domain

Serve your apps from a domain you control.

Try ricochet today

You made it this far. What's stopping you from deploying right now?

Install the CLI

Install the client CLI for your operating system.

curl -fsSL https://raw.githubusercontent.com/ricochet-rs/cli/main/install.sh | sh

curl.exe -fsSL https://raw.githubusercontent.com/ricochet-rs/cli/main/install.ps1 -o install.ps1; .\install.ps1; Remove-Item install.ps1

Log in to try.ricochet.rs

Create a developer account on the try.ricochet.rs demo instance.

ricochet login -S https://try.ricochet.rs

Clone the sample app

You'll need an app to deploy. Start with our test-apps repository.

Clone it into a temporary directory and change into it.

git clone https://github.com/ricochet-rs/test-apps.git /tmp/test-apps
cd /tmp/test-apps/r/waiting

Deploy

Deploy the app and watch the package environment restore.

ricochet deploy -S https://try.ricochet.rs

Full walkthrough in our Quickstart Example in the documentation.