library(shiny)
library(googleway)
library(bslib)
library(ellmer)
library(shinychat)
options(shinychat.tool_display = "rich")
# Google Maps API Key
GOOGLE_MAPS_API_KEY <- Sys.getenv("GOOGLE_MAPS_API_KEY")
ui <- bslib::page_sidebar(
gap = 0,
padding = 0,
sidebar = sidebar(
chat_mod_ui(
"chat",
messages = list(
"Hi! Use this chat interface to chat with OpenAI's gpt-4o-mini."
),
fill = TRUE,
height = "90vh"
),
width = 500
),
google_mapOutput("map", height = "100%"),
fillable = TRUE,
fill = TRUE
)
server <- function(input, output, session) {
# Render Google Map
output$map <- renderGoogle_map({
google_map(
key = GOOGLE_MAPS_API_KEY,
location = c(48.8566, 2.3522),
zoom = 12
)
})
# Define the tool in the server to have access to the Shiny context
geocode_address <- tool(
function(address) {
library(googleway)
# Geocoding the address
result <- googleway::google_geocode(
address,
key = Sys.getenv("GOOGLE_MAPS_API_KEY")
)
# Check the result
if (result$status != "OK") {
return(ContentToolResult(
list(error = "Geocoding failed"),
extra = list(display = list(
show_request = FALSE,
open = TRUE,
html = paste0("<p style='color: red;'>Error: Unable to geocode address '", address, "'</p>"),
title = "Geocoding Error"
))
))
}
# Extract coordinates
lat <- result$results$geometry$location$lat[1]
lng <- result$results$geometry$location$lng[1]
google_map_update(map_id = "map") %>%
add_markers(
data = result$results$geometry$location,
lat = "lat",
lon = "lng"
)
coords <- list(lat = lat, lng = lng, address = address)
# Création de la carte pour le chat
map_widget <- google_map(
key = Sys.getenv("GOOGLE_MAPS_API_KEY"),
data = result$results$geometry$location,
zoom = 15
) %>%
add_markers(
data = result$results$geometry$location,
lat = "lat",
lon = "lng"
)
# Conversion to HTML
map_html <- as.character(htmltools::as.tags(map_widget))
ContentToolResult(
coords,
extra = list(
display = list(
show_request = TRUE,
open = TRUE,
html = map_html,
title = paste("Coordinates for", address)
)
)
)
},
name = "geocode_address",
description = "Get the latitude and longitude of an address using the Google Maps API.",
arguments = list(
address = type_string("The address to geocode.")
),
annotations = tool_annotations(
title = "Geocode Address",
icon = bsicons::bs_icon("map")
)
)
llm <- ellmer::chat("openai/gpt-4o-mini", echo = "all")
llm$register_tool(geocode_address)
chat_mod_server("chat", llm)
}
shinyApp(ui, server)```
What I'm trying to achieve:
I want to create a tool that:
Any guidance would be greatly appreciated!