Let's say I have a DuckDB with hundreds of tables (some are really small, others are 20+ million rows). What's the best way to create a RAG on that DB for Rshiny purposes? ragnar approach seems more small/text-based oriented, afaik. Any link to read/study? @simonpcouch.com @jcheng5.bsky.social

For the last couple of months I've been working on something and I'm excited to finally share an early preview:

Say hello to plumber2 🎉

plumber2 is a full rewrite of the plumber package for creating powerful webapis in #rstats. It takes everything we have learned from plumber and adds even more

A look at more generative AI tools you can use with R:
www.infoworld.com/article/3848...
#RStats #GenAI #InfoWorld
Includes:
{gander}
{chatgpt}
{gptstudio}
{pkgprompt}
Shiny Assistant
Custom GPTs
R Tutor & Chatilize
{rollama} & {ollamar}
{shinychat}

(Prior article covered {ellmer} )

@appsilon.bsky.social I can’t find appsilon github anymore. Are you going private?

As much as I like #Positron as an #RStudio‌-replacement, so far the biggest usability concession for me is that I can't easily have multiple Positron-instances open for different, very distinct projects and navigate between them (on macOS) like I can with RStudio due to labelled dock items 🧐 #rstats

Parallelization just landed in the dev version of purrr: purrr.tidyverse.org/dev/referenc...

Really pleased that the mirai framework makes this possible.

Huge credit to the tidyverse maintainers @hadley.nz @lionelhenry.bsky.social and @davisvaughan.bsky.social !

#rstats #tidyverse

Fact

I finally tried the {shinychat} #RStats 📦 and it's nice to see LLM streaming responses in an R Shiny app!
By @jcheng5.bsky.social & @cpsievert.bsky.social at @posit.co
github.com/posit-dev/sh...
#RShiny #GenAI 1/2

The post I needed on regex.

Hey #rstats family, what's your go to stack to manage big R projects? From ETL/ELT to Deployment, with Container, CI/CD, API. Do you all do versioned Rscript + Docker + Github Actions or are there niche tools like @kestra.io to help you make things easier? My company doesn't want to pay for Posit

I love some JavaScript! Especially to make Shiny apps even more awesome 🤩.

But I know how daunting it can feel when you’re just getting started with #rshiny.

That’s why I wrote a JavaScript for Shiny Beginner’s Guide—so you can jump in with confidence: hypebright.nl/en/shiny-en/...

✨ posit::glimpse() is back! ✨

Get a glimpse of our tools in our newsletter.

This edition features Positron news, packages for AI & LLMs, the brand.yml launch, #Quarto workshop recordings, and more.

We’re positive you’ll find something valuable! #RStats #Python

Read here: posit.co/blog/posit-g...

It's really tempting to start using {tidyplot} instead of {ggplot2}. It doesn't cover all the cases I encounter (especially when two datasets are used for the same plot), but for most plots it's much simpler. #rstats jbengler.github.io/tidyplots/ar...

And for those piping into View(), run rstudioapi::writeRStudioPreference("data_viewer_max_columns", 1000L) to display more than 50 columns at once. #rstats

TIL: dplyr::mutate()'s .keep argument https://blog.stephenturner.us/p/dplyr-mutate-keep #Rstats

The _brand.yml seems a cool addition. I need to try the landscape mode, solving all my latex shenanigans #rstats

quarto.org/docs/blog/po...

Really cool!

#30DayMapChallenge Day 22. 2 colours.

Santiago Metropolitan Area. Unknown pleasures with elevation data.

‪By Ignacio Urria Yáñez, 2024.

Data: Elevatr package.

#Rbanism #30DayMapChallenge2024 #rstats #30DayMapChallenge2024_Rbanism

Hi #rstats folks, is there a way to use shinymanager in a rhino shiny app that uses an UI with modules in this form?

ui <- function(id) {
ns <- NS(id)
page_fluid(....)
}

I've read this:
appsilon.github.io/rhino/articl... without any help :/