Abstract: A programming system to create programs. Data are stored that describe actions of the users in creating the programs. The programming system has a library of templates for functions. A graphical user interface presents to users functions depicted as templates of blocks to be selected for incorporation into programs. Users direct the system to assemble functions from the set into the programs. The graphical user interface depicts the incorporated functions as graphical elements for manipulation in the graphical user interface. Users can graphically connect data output connection points of incorporated function graphical elements to input connection points of incorporated function graphical elements. A trained artificial intelligence large language model has been trained with a corpus of graphical programs to compute suggestions to the user for functions to be added into the program.

Abstract: As a user uses a programming system to create programs, data are stored into a computer memory. The data describe actions of the user in creating the programs. The programming system has a user interface and a set of templates for functions. The user interface is designed to receive input from the user to direct the system to assemble functions from the set into the programs, the functions being functions for processing of data. As the user uses the user interface to assemble a program, suggestions to the user are computed, the suggestions recommending functions to be added into the program. The computation of function suggestion is based at least in part on the stored action data.

Abstract: As a user uses a programming system to create programs, data are stored into a computer memory. The data describe actions of the user in creating the programs. The programming system has a user interface and a set of templates for functions. The user interface is designed to receive input from the user to direct the system to assemble functions from the set into the programs, the functions being functions for processing of data. As the user uses the user interface to assemble a program, suggestions to the user are computed, the suggestions recommending functions to be added into the program. The computation of function suggestion is based at least in part on the stored action data.

Abstract: As a user uses a programming system to create programs, data are stored into a computer memory. The data describe actions of the user in creating the programs. The programming system has a user interface and a set of templates for functions. The user interface is designed to receive input from the user to direct the system to assemble functions from the set into the programs, the functions being functions for processing of data. As the user uses the user interface to assemble a program, suggestions to the user are computed, the suggestions recommending functions to be added into the program. The computation of function suggestion is based at least in part on the stored action data.