US 12,602,209 B1Granted

Constrained generative framework application development environment

AssigneeAmazon Technologies, Inc.

InventorsJames Gung, Arshit Gupta, John Baker, Yi Zhang, Saab Mansour, Santosh Kumar Ameti, Ruhaab Markas, Ganesh Kumar Gella, Katrin Kirchhoff

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Abstract

Systems and methods provide for modular, iterative framework to resolve inputs provided to an interaction environment. The input may be decomposed into different component parts and then relevant actions for each of the component parts may be predicted. An action may be selected and relevant parameters may be populated based on the input. If parameters remain unresolved, additional queries may be presented in order to resolve the remaining parameters. Multiple actions may be executed and then prepared to generate a combined response responsive to the input. Actions for a given interaction environment may be domain-specific and also may be developer-defined for a given goal or task to restrict one or more underlying language systems.

Claims20

Dependent claims

A computer-implemented method, executed by one or more processors of a computing system comprising a dialogue management framework, the method comprising:

receiving, by a dialogue manager, an input to an interaction environment;
determining one or more sub-components of the input associated with independent actions for resolution;
determining, by a state manager, one or more actions from a set of actions, the one or more actions associated with the one or more sub-components of the input;
selecting an action for a selected sub-component of the one or more sub-components;
determining, from the input, one or more values corresponding to one or more parameters of the action;
determining, one or more additional values corresponding to one or more additional parameters remain unresolved;
generating, by an interaction service, a response to the input associated with the one or more additional values;
receiving, by the dialogue manager, a reply to the response;
determining, from the reply, the one or more additional values;
determining each value of the one or more parameters of the action is resolved;
and
executing, by an action executor of the dialogue management framework, the action using the one or more parameters.

9 more elements

Dependencies are inferred from the claim text.