US 12,737,400 B2 · Generation of executable procedure using natural language

Abstract

Systems and methods include input of a description of a procedure to a large language model to determine a domain of the description, determination of modifiers to the description based on the domain, determination of example procedure models and descriptions corresponding to the example procedure models based on the domain, generation of a procedure model prompt based on the description, the modifiers, the example procedure models and corresponding descriptions, provision of the procedure model prompt to the large language model, reception, in response to the prompt, of a generated procedure model from the large language model, and storage of the generated procedure model for execution by a workflow automation system.

Claims19

Dependent claims

A system comprising:

a memory storing executable program code;
and
at least one processing unit to execute the program code to cause the system to:
receive a natural language description of a procedure;
determine a domain of the natural language description using a large language model;
determine modifiers to the description based on the domain;
determine examples including procedure models and natural language descriptions corresponding to the procedure models based on the domain;
generate a procedure model prompt based on the natural language description, the modifiers and the examples;
provide the procedure model prompt to the large language model;
in response to the procedure model prompt, receive a generated procedure model and an indication of a logical gap from the large language model;
receive an instruction to enhance the generated procedure model to address the logical gap;
in response to the instruction, generate an updated procedure model;
and
store the updated procedure model for execution by a workflow automation system.

11 more elements

A non-transitory medium storing program code executable by at least one processing unit of a computing system to cause the computing system to:

input a description of a procedure to a large language model to determine a domain of the description;
determine modifiers to the description based on the domain;
determine example procedure models and descriptions corresponding to the example procedure models based on the domain;
generate a procedure model prompt based on the description, the modifiers, the example procedure models and corresponding descriptions;
determine that a length of the procedure model prompt and a corresponding historical conversation exceeds a token restriction associated with the large language model;
in response to determination that the length of the procedure model prompt and the corresponding historical conversation exceeds the token restriction, request a summary of the historical conversation from the large language model;
provide the procedure model prompt and the summary of the historical conversation to the large language model;
in response to the procedure model prompt and the summary of the historical conversation, receive a generated procedure model from the large language model;
and
store the generated procedure model for execution by a workflow automation system.

7 more elements

Dependencies are inferred from the claim text.

Generation of executable procedure using natural language

Life of this patent

Generation of executable procedure using natural language

Life of this patent

Abstract

Claims19