We just released an update to our Shiny AI editor! Code generations are now much more accurate. Try it out! #rstats

editor.ploomber.io

We've made a lot of changes last week to improve the quality of Shiny app generations. I'm pretty excited about this! We'll release this in the next few days! #rstats

Nice.

Step 1: Drop an image

That's it. Just drop an image to generate a fully functional Shiny app. #rstats

(coming up next week to editor.ploomber.io)

Code an app from an image coming up soon to our editor! Here's a #Streamlit demo:

Some stuff we're shipping soon: Microsoft Entra (Azure Active Directory) authentication for Streamlit and Shiny.

WebAssembly (WASM) is changing how we think about web applications. For decades, browsers have been JavaScript's exclusive domain - if you wanted to run code in the client, JS was your only option. WASM breaks these chains.

Faster debugging in editor.ploomber.io!

1. The editor detects issues in your app
2. See the error in the terminal
3. Clicking on "Help" passes the error to the AI chat

Works with Shiny and Streamlit! #rstats

I love this new stuff in editor.ploomber.io! Tag files in the code generation prompt to pass them to the model.

I have a Shiny app (works with Streamlit) with two files: UI and logic. I move to the UI file and ask the model to update the UI based on the second file #rstats

We just shipped a new feature to our Shiny/Streamlit editor: tag file with @filename to ask questions in the chat. Great for debugging! #rstats

https://buff.ly/4f9EFxI

Got a sentiment analysis app (using Bluesky's API) running entirely in the browser with Shinylive!

The main limitation is that curl (a dependency for most HTTP R libraries) doesn't work in Shinylive, but fromJSON does!

editor.ploomber.io/editor/d2a65...

#rstats

It's been years since I worked on an R project so it's kind of crazy that I can just ask AI to build my app. Took me a couple of iterations but it works and it runs on the browser! LLMs and WASM are truly a crazy combo. #rstats

App: editor.ploomber.io/editor/d2a65...

Improved debugging workflow coming to editor.ploomber.io soon!

1. App raises an error
2. Click on the "help" button in the terminal
3. A new chat message is submitted and fix is proposed