Systems and methods for real-time search based generative artificial intelligence
OwnerRichard Socher, Bryan McCanninventors
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Abstract
Embodiments described herein provide systems and methods for a customized generative AI platform that provides users with a tool to generate various formats of responses to user inputs that incorporate results from searches performed by the generative AI platform. The system may use a neural network to utilize input data and contextual information to identify potential search queries, gather relevant data, sort information, generate text-based responses to user inputs, and present response and search results via user-engageable elements.
Claims20
A processor-implemented method for a neural network based real-time Internet search, the method comprising:
- receiving, at a server and from a user interface on a user device, a user inquiry relating to real-time information;
- generating, at the server, one or more search queries based on the user inquiry;
- performing by the server a real-time Internet search on at least one or more webs based on the generated one or more search queries to obtain one or more web links of search results;
- retrieving, by the server, web contents following the one or more web links;
- generating, by a generative artificial intelligence (AI) neural network that is deployed at the server pretrained to process a variety of natural language processing tasks, an output text describing the search results and one or more user-clickable citations in the text summary that redirect to a webpage of at least one search result, based on an input combining the user inquiry and the retrieved web contents;
- causing a display of the output text including the one or more user-clickable citations at a user interface as a response to the user inquiry;
- and
- causing a display of the webpage of the at least one search result when at least one of the one or more user-clickable citations is engaged by a user through the user interface.
A system for a neural network based conversation agent using real-time Internet search results, the system comprising:
- a communication interface that receives, at a server and via a user interface implemented on a user device, a user inquiry relating to real-time information;
- a server implementing a generative artificial intelligence (AI) neural network and a plurality of processor-executable instructions;
- and
- one or more processors executing the instructions to perform operations comprising:
- generating, at the server, one or more search queries based on the user inquiry;
- performing by the server a real-time Internet search on at least one or more webs based on the generated one or more search queries to obtain one or more web links of search results;
- retrieving, by the server, web contents following the one or more web links;
- generating, by the generative AI neural network that is deployed at the server pretrained to process a variety of natural language processing tasks, an output text describing the search results and one or more user-clickable citations in the text summary that redirect to a webpage of at least one search result, based on an input combining the user inquiry and the retrieved web contents;
- causing a display of the output text including the one or more user-clickable citations at a user interface as a response to the user inquiry;
- and
- causing a display of the webpage of the at least one search result when at least one of the one or more user-clickable citations is engaged by a user through the user interface.
A non-transitory machine-readable medium storing a plurality of processor-executable instructions for a neural network based conversation agent using real-time Internet search results, the instructions being executed by one or more processors to perform operations comprising:
- receiving, at a server and from a user interface on a user device, a user inquiry relating to real-time information;
- generating, at the server, one or more search queries based on the user inquiry;
- performing by the server a real-time Internet search on at least one or more webs based on the generated one or more search queries to obtain one or more web links of search results;
- retrieving, by the server, web contents following the one or more web links;
- generating, by a generative artificial intelligence (AI) neural network that is deployed at the server pretrained to process a variety of natural language processing tasks, an output text describing the search results and one or more user-clickable citations in the text summary that redirect to a webpage of at least one search result, based on an input combining the user inquiry and the retrieved web contents;
- causing a display of the output text including the one or more user-clickable citations at a user interface as a response to the user inquiry;
- and
- causing a display of the webpage of the at least one search result when at least one of the one or more user-clickable citations is engaged by a user through the user interface.
Dependencies are inferred from the claim text.