US 12,694,024 B2 · Refusal system

Abstract

Certain aspects of the disclosure provide techniques for selecting functions. An example method includes receiving, as input, a user query; obtaining a plurality of function schemas that include function descriptions and examples for a plurality of functions; generating, for the user query and based on the plurality of function schemas, a plurality of similarity scores, the plurality of similarity scores including a respective set of similarity scores for each function of the plurality of functions; selecting, based on the plurality of similarity scores and a plurality of function-specific thresholds corresponding to the plurality of functions, a subset of the functions as relevant functions for the user query; generating a function plan that comprises one or more function definitions for one or more functions of the subset of the functions; and executing the function plan.

Claims20

Dependent claims

A computer-implemented method for selecting functions, comprising:

receiving, as input, a user query;
obtaining a plurality of function schemas that include function descriptions and examples for a plurality of functions;
generating, for the user query and based on the plurality of function schemas, a plurality of similarity scores, the plurality of similarity scores including a respective set of similarity scores for each function of the plurality of functions;
selecting, based on the plurality of similarity scores and a plurality of function-specific thresholds corresponding to the plurality of functions, a subset of the functions as relevant functions for the user query;
generating, based on the user query and the plurality of function schemas, a function plan that comprises one or more function definitions for one or more functions of the subset of the functions;
and
executing the function plan.

4 more elements

A non-transitory computer-readable medium comprising instructions that, when executed by one or more processors of a processing system, cause the processing system to:

receive, as input, a user query;
obtain a plurality of function schemas that include function descriptions and examples for a plurality of functions;
generate, for the user query and based on the plurality of function schemas, a plurality of similarity scores, the plurality of similarity scores including a respective set of similarity scores for each function of the plurality of functions;
select, based on the plurality of similarity scores and a plurality of function-specific thresholds corresponding to the plurality of functions, a subset of the plurality of functions as relevant functions for the user query;
generate, based on the user query and the plurality of function schemas, a function plan that comprises one or more function definitions for one or more functions of the subset of the plurality of functions;
and
execute the function plan.

4 more elements

Dependencies are inferred from the claim text.

Refusal system

Life of this patent

Refusal system

Life of this patent

Abstract

Claims20