sn-infographic

To generate an infographic, provide your raw text or information request and the system analyzes content structure, selects a layout, produces multiple image candidates, and returns the highest-ranked visual summary. Set max_rounds to 1 for a fast single-shot result.

VLM review improves data visualization by using a vision language model to evaluate generated infographic candidates, rank them by image quality, and return the best result. This iterative generation and review process ensures publication-ready visual summaries.

Yes, you can create visual summaries for metrics, process comparisons, concepts, and long-form educational material. The system analyzes your request into structured section content and visual opportunities while preserving source data verbatim.

To ensure strict verbatim data preservation, the system analyzes input content to extract learning objectives and structured sections without altering the source data. It automatically selects styles from references and generates visual outputs maintaining data accuracy.

Yes, the workflow supports prompt evaluation and expansion. It assesses prompt quality and optionally expands it over multiple rounds to improve image generation reliability before producing the final infographic output.

Yes, you can compose this tool into end-to-end office and report pipelines. It works standalone or integrates into composite workflows, utilizing two-tier orchestration with image generation, recognition, and text optimization components.