Lida

Lida Overview

LIDA is an innovative tool designed for the automatic creation of visualizations and infographics. It addresses the complex tasks of understanding data semantics, enumerating visualization goals, and generating visualization specifications. LIDA is built on a multi-stage generation framework, leveraging the power of large language models and image generation models. It offers a Python API and a hybrid user interface for interactive chart, infographics, and data story generation.

Lida Highlights

• LIDA uses a SUMMARIZER module to convert data into a rich yet compact natural language summary.
• It features a GOAL EXPLORER that enumerates visualization goals based on the given data.
• The VISGENERATOR module generates, refines, executes, and filters visualization code.
• LIDA's INFOGRAPHER module creates data-faithful stylized graphics using image generation models.