Invention Grant
- Patent Title: Machine learning-implemented chat bot database query system for multi-format database queries
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Application No.: US17508442Application Date: 2021-10-22
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Publication No.: US12105704B2Publication Date: 2024-10-01
- Inventor: Jayaprakash Vijayan , Ved Surtani , Nitika Gupta , Malarvizhi Saravanan , Anirudh Saria , Amrutha Dharmaraj
- Applicant: Tekion Corp
- Applicant Address: US CA Pleasanton
- Assignee: Tekion Corp
- Current Assignee: Tekion Corp
- Current Assignee Address: US CA Pleasanton
- Agency: Fenwick & West LLP
- Main IPC: G06F16/2452
- IPC: G06F16/2452 ; G06F16/215 ; G06F16/23 ; G06F16/248 ; G06F16/28 ; G06F16/9535 ; G06N20/00

Abstract:
A device receives a query from a user associated with a car dealership and applies the query to a first trained machine learning model configured to predict an intent, and to a second trained machine learning model to predict a set of entities. The device generates a normalized representation of the first query that is database language agnostic based on the predicted intent and the predicted set of entities, and translates the normalized representation into a second query having a format compatible with a language of a database of the car dealership. The device fetches data from the database of the car dealership using the second query, and provides the data for display to the user.
Public/Granted literature
- US20230128497A1 MACHINE LEARNING-IMPLEMENTED CHAT BOT DATABASE QUERY SYSTEM FOR MULTI-FORMAT DATABASE QUERIES Public/Granted day:2023-04-27
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