AI-GENERATED DATA OBJECTS FOR DATA VISUALIZATION

Organization Name

oracle international corporation

Inventor(s)

Michael Senada Malak of Sarasota FL US

Monisha Balaji of Redwood City CA US

Leon Eli Militao Carvalho of Barnet GB

AI-GENERATED DATA OBJECTS FOR DATA VISUALIZATION

This abstract first appeared for US patent application 20250094703 titled 'AI-GENERATED DATA OBJECTS FOR DATA VISUALIZATION

Original Abstract Submitted

technology is disclosed herein for generating a visualization of data based on an ai-generated data object. in an implementation, an application, such as a data analytics application, receives a natural language input from a user which relates to a table of data in the application. the table includes data organized according to table columns. the application generates a prompt for a large language model (llm) service which includes the names of the table columns. the prompt tasks the llm service with selecting columns for the visualization based on the natural language input and the names of the table columns. the prompt tasks the llm service with generating a response in a json format. the application populates the json object, which describes the visualization, according to the response. the application then creates visualization based on the json object.