Systems and Methods for Creating an Interactive Knowledge Base Using Interactive Chat Machine Learning Models

    公开(公告)号:US20240281677A1

    公开(公告)日:2024-08-22

    申请号:US18242719

    申请日:2023-09-06

    Inventor: Matthew Mifflin

    CPC classification number: G06N5/04 G06N5/022

    Abstract: Systems and methods for creating an interactive knowledge base are disclosed herein. An exemplary computer-implemented method may include connecting a training module configured to train a machine learning (ML) chatbot to a communication channel associated with the communication system. The exemplary method further includes aggregating, by executing the training module, a set of data corresponding to the communication system from a plurality of communications utilizing the communication channel. The exemplary method further includes training the ML chatbot with the set of data corresponding to the communication system as inputs to generate a plurality of training responses as outputs, wherein the plurality of training responses represent responses to hypothetical prompts related to the data corresponding to the communication system; and connecting the ML chatbot to one or more live communication channels of the communication system to generate predicted responses to live prompts received across the one or more live communication channels.

    Audio Handler for Intelligent Voice Interface

    公开(公告)号:US20230032155A1

    公开(公告)日:2023-02-02

    申请号:US17870067

    申请日:2022-07-21

    Abstract: A method provides identification of relevant caller dialog with an intelligent voice interface configured to lead callers through pathways of an algorithmic dialog including available voice prompts. The method may include, during a voice communication with a caller, receiving from the caller device caller input data indicative of a voice input of the caller, and determining, by processing the caller input data, that a first portion of the voice input is intended to convey caller information to the intelligent voice interface, and that a second portion of the voice input is not intended to convey caller information. The method may also include identifying relevant caller information by analyzing the first portion of the voice input without the second portion of the voice input, and storing the relevant caller information in a database and/or selecting a pathway through the algorithmic dialog based upon the relevant caller information.

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