A helpful way to organizing your growing collection of unit tests, how interfacing with LLMs just got easier in the R ecosystem, and a clever use of AI to summarize a large collection of blog posts.

Episode Links

• This week's curator: Eric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter)
• Nested unit tests with testthat
• shinychat: Chat UI component for Shiny for R
• Creating post summary with AI from Hugging Face
• Entire issue available at rweekly.org/2024-W42

Supplement Resources

• elmer: Call LLM APIs from R https://hadley.github.io/elmer/
• Joe Cheng's sidebot app (R edition) https://github.com/jcheng5/r-sidebot
• EDA Reimagined in R: GWalkR + DuckDB for Lightning-Fast Visualizations https://medium.com/@bruceyu0416/eda-reimagined-in-r-gwalkr-duckdb-for-lightning-fast-visualizations-05b011e8ae39
• Apache superset https://superset.apache.org/
• Postprocessing is coming to tidymodels https://www.tidyverse.org/blog/2024/10/postprocessing-preview/

Supporting the show

• Use the contact page at https://serve.podhome.fm/custompage/r-weekly-highlights/contact to send us your feedback
• R-Weekly Highlights on the Podcastindex.org - You can send a boost into the show directly in the Podcast Index. First, top-up with Alby, and then head over to the R-Weekly Highlights podcast entry on the index.
• A new way to think about value: https://value4value.info
• Get in touch with us on social media
  • Eric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter)
  • Mike Thomas: @[email protected] (Mastodon) and @mike_ketchbrook (X/Twitter) 

Music credits powered by OCRemix

• Pachelbel's Ganon - The Legend of Zelda: Ocarina of Time - djpretzel - https://ocremix.org/remix/OCR00753
• Voodoo, Roots 'n Grog - The Secret of Monkey Island - Alex Jones, Diggi Dis - https://ocremix.org/remix/OCR02180