James Wade
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jameshwade.bsky.social
James Wade
@jameshwade.bsky.social
2.1K followers 1.4K following 16 posts
Analytical chemist in industry working on materials characterization and data science. Interested in #rstats, modeling, & sustainability. Owner of many pets.
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jameshwade.bsky.social
Worst prank *ever*
read_csv <- function(file) { readr::read_csv(file) |> messy::messy()}
November 6, 2024 at 1:41 AM
jameshwade.bsky.social
You can now build a chatbot in shiny in less than 20 lines of code. shinychat and elmer make this much easier than it was even a month ago.

elmer nails LLM abstractions. Go check them out if you haven't already!
library(shiny) ui <- bslib::page_fluid( shinychat::chat_ui("chat") ) server <- function(input, output, session) { chat <- elmer::chat_openai( model = "gpt-4o-mini", system_prompt = "You are a pithy, but helpful assistant." ) observeEvent(input$chat_user_input, { stream <- chat$stream_async(input$chat_user_input) shinychat::chat_append("chat", stream) }) } shinyApp(ui, server)
October 29, 2024 at 7:39 PM
jameshwade.bsky.social
I had fun giving a talk at #rpharma about how to integrate AI into your shiny apps.

You can check out my talk here: jameshwade.github.io/r-pharma-talk/
Integrating AI Assistants into Shiny Apps: Simply Development and Enhance User Experience
October 29, 2024 at 5:55 PM