create_data_agent: Create a DataAgent

In aisdk: Unified Interface for AI Model Providers

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)

Arguments

name	Agent name. Default "DataAgent".
safe_mode	If TRUE (default), restricts operations to data manipulation only.

Value

An Agent object configured for data manipulation.

Examples

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"
  )
}

aisdk documentation built on May 29, 2026, 9:07 a.m.