In case folks want to try Gemini 3 Pro with ellmer, the package required some changes to work with a change in Gemini's API. A patch can be installed with pak::pak("tidyverse/ellmer"), then the connection code is:
gemini_3 <- chat_google_gemini(model = "gemini-3-pro-preview")You might want to turn down the reasoning for some tasks—it takes a good while:
https://speakerdeck.com/jcheng5/shiny-x-ai
| library(sf) | |
| library(tigris) | |
| library(tidycensus) | |
| library(tidyverse) | |
| library(mapview) | |
| library(mapboxapi) | |
| library(randomNames) | |
| options(tigris_use_cache = TRUE) | |
| denton <- counties(cb = TRUE) %>% |
| <?php | |
| use Illuminate\Console\Command; | |
| use Pgvector\Laravel\Vector; | |
| use OpenAI\Laravel\Facades\OpenAI; | |
| use App\Models\Document; | |
| class AskQuestion extends Command | |
| { | |
| protected $signature = 'app:ask-question'; |
| <?php | |
| use Pgvector\Laravel\Vector; | |
| use Illuminate\Console\Command; | |
| use App\Models\Document; | |
| use App\Models\Post; | |
| use OpenAI\Laravel\Facades\OpenAI; | |
| class ProcessPosts extends Command { |
| library(mapboxapi) | |
| library(tidyverse) | |
| library(sf) | |
| library(patchwork) | |
| city_halls <- c( | |
| "New York" = "City Hall Park, New York, NY 10007", | |
| "Los Angeles" = "200 N Spring St, Los Angeles, CA 90012", | |
| "Chicago" = "121 N La Salle St, Chicago, IL 60602", | |
| "Houston" = "901 Bagby St, Houston, TX 77002", |
| library(tidycensus) | |
| library(tidyverse) | |
| sysfonts::font_add_google("Roboto") | |
| var <- "DP03_0025" | |
| commute19 <- get_acs( | |
| geography = "place", | |
| variables = var, | |
| survey = "acs1", |
| #### --------------------------------------------- | |
| ## Edit via: RStudio > Tools > Edit Code Snippets | |
| # Released under a MIT license | |
| snippet fragment | |
| [${1:text}]{.${2:type}} | |
| snippet aside | |
| [${1:text}]{.aside} | |
| Social | |
| github.com/pedrocoutinhosilva | |
| linkedin.com/in/pedrocoutinhosilva | |
| twitter.com/sparktuga | |
| www.pedrocsilva.com | |
| Examples | |
| https://appsilon.com/journey-from-basic-prototype-to-production-ready-shiny-dashboard/ | |
| http://uaborder.com/ | |
| https://appsilon.com/is-it-possible-to-build-a-video-game-in-r-shiny/ |
| #' Description | |
| #' This file runs a live election-night forecast based on The Economist's pre-election forecasting model | |
| #' available at projects.economist.com/us-2020-forecast/president. | |
| #' It is resampling model based on https://pkremp.github.io/update_prob.html. | |
| #' This script does not input any real election results! You will have to enter your picks/constraints manually (scroll to the bottom of the script). | |
| #' | |
| #' Licence | |
| #' This software is published by *[The Economist](https://www.economist.com)* under the [MIT licence](https://opensource.org/licenses/MIT). The data generated by *The Economist* are available under the [Creative Commons Attribution 4.0 International License](https://creativecommons.org/licenses/by/4.0/). | |
| #' The licences include only the data and the software authored by *The Economist*, and do not cover any *Economist* content or third-party data or content made available using the software. More information about licensing, syndication and the copyright of *Economist* content can be fou |
