The invention discloses a visual data
large screen generation method based on model driving, a medium and equipment, and the method comprises the steps: receiving a
natural language demand and a
data source, analyzing visual intention information through a large
language model, carrying out the cleaning and
standardization of the
data source, and outputting a structured
data set; on the basis of the
data set field and the
visualization intention, matching with a pre-constructed configurable component
library is carried out, and candidate
visualization components are determined; taking the candidate components as
layout elements, and adopting a
layout engine fused with a
reinforcement learning algorithm to generate an initial visual
layout; rendering the initial layout and performing adjustment operation in response to user interaction feedback to obtain a final layout scheme; and finally, binding the layout scheme with the structured
data set, rendering to generate an interactive visual data
large screen, and outputting the visual data
large screen. According to the method, the end-to-end intelligent generation from the
natural language requirement to the interactive data large screen is realized, and the development efficiency and the layout quality are remarkably improved.