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R package to use Google’s gemini via API on R
You can install the development version of gemini.R from GitHub with:
# install.packages("pak")
::pak("jhk0530/gemini.R") pak
Or install from R-universe
install.packages("gemini.R",
repos = c("https://jhk0530.r-universe.dev", "https://cloud.r-project.org")
)
library(gemini.R)
setAPI("your API key") # check https://makersuite.google.com/app/apikey
gemini("Explain about the gemini in astrology in one line")
# text
# "Gemini, the third astrological sign, is associated with
# communication, adaptability, and a thirst for knowledge."
# uses default prompt as "Explain this image"
# uses included image of gemini.R package
gemini_image(image = system.file("docs/reference/figures/image.png", package = "gemini.R"))
# text
# " The image shows a table with a white tablecloth. On the table are two cups of coffee,
# a bowl of blueberries, and five scones. The scones are covered in blueberries and have
# a crumbly texture. There are also some pink flowers on the table. The background is a
# dark blue color. The image is taken from a top-down perspective."
To use gemini_image
function, image file required. and I
recommend to use shiny app with fileInput
function.
library(shiny)
library(gemini.R)
setAPI("YOUR KEY")
<- fluidPage(
ui sidebarLayout(
NULL,
mainPanel(
fileInput(
inputId = "file",
label = "Choose file to upload",
),imageOutput(outputId = "image1"),
textInput(
inputId = "prompt",
label = "Prompt",
placeholder = "Enter Prompts Here"
),actionButton("goButton", "Ask to gemini"),
textOutput("text1")
)
)
)
<- function(input, output) {
server
observeEvent(input$file, {
<- input$file$datapath
path $image1 <- renderImage({
outputlist(
src = path
)deleteFile = FALSE)
},
})
observeEvent(input$goButton, {
$text1 <- renderText({
outputgemini_image(input$prompt, input$file$datapath)
})
})
}
shinyApp(ui = ui, server = server)
[!note]
image is from Google AI for Developers
I’ve got many inspiration from Deepanshu Bhalla’s article
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.