aigra_generate_multimodal_tabular_items: Generate multimodal items from a tabular item bank

In AIGRA: Agentic Item Generation, Review, and Analysis

Generate multimodal items from a tabular item bank

Description

Runs item generation and diagram generation in one workflow.

Usage

aigra_generate_multimodal_tabular_items(
  file_path,
  provider = "gemini",
  model = "gemini-3.1-pro-preview",
  image_provider = "gemini",
  image_model = "gemini-3-pro-image-preview",
  source_language = "English",
  target_language = "English",
  subject = "General",
  exam = "AIGRA Multimodal Item Bank",
  n_clones = 1,
  max_items = NULL,
  max_images = NULL,
  write_reports = TRUE,
  include_key = TRUE,
  only_accepted = TRUE
)

Arguments

file_path	Path to CSV or Excel item bank.
provider	Text-generation provider.
model	Text-generation model.
image_provider	Image-generation provider.
image_model	Image-generation model.
source_language	Source language of the input item bank.
target_language	Target language for generated items.
subject	Subject area for item generation.
exam	Examination, assessment, or project name.
n_clones	Number of clones to generate per source item.
max_items	Maximum number of source items to process.
max_images	Maximum diagrams to generate. Use NULL for all generated rows.
write_reports	If TRUE, writes quality and administration HTML reports.
include_key	If TRUE, include answer key in administration HTML.
only_accepted	If TRUE, administration HTML includes only ok/edited rows.

Details

Text-only items are generated normally. Items that require diagrams are processed through the Source Diagram Agent and Clone Diagram Agent.

Value

A list containing result, result_with_diagrams, report_path, admin_file, and student_file.

AIGRA documentation built on July 10, 2026, 5:06 p.m.