aisdk (version 1.1.0)

create_data_agent: Create a DataAgent

Description

Creates an agent specialized in data manipulation using dplyr and tidyr. The agent can filter, transform, summarize, and reshape data frames in the session environment.

Usage

create_data_agent(name = "DataAgent", safe_mode = TRUE)

Value

An Agent object configured for data manipulation.

Arguments

name

Agent name. Default "DataAgent".

safe_mode

If TRUE (default), restricts operations to data manipulation only.

Examples

# \donttest{
if (interactive()) {
  data_agent <- create_data_agent()
  session <- create_shared_session(model = "openai:gpt-4o")
  session$set_var("sales", data.frame(
    product = c("A", "B", "C"),
    revenue = c(100, 200, 150)
  ))
  result <- data_agent$run(
    "Calculate total revenue and find the top product",
    session = session,
    model = "openai:gpt-4o"
  )
}
# }