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US 12,763,222 B2Granted
Systems and methods for AI care management
AssigneeEllipsis Health, Inc.
InventorsMarija Stanojevic, Craig Stephen Randall, Michael Aratow, Elizabeth Ellen Shriberg, Melissa McCool, Mainul Mondal
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Abstract
According to an aspect, there is provided systems and methods to drive a conversation with a user. The method includes receiving conversational data from a user, embedding the conversational data, generating a reply using a response-generating AI to process the embedded conversational data and context from the knowledge base with the foundational model (e.g., LLM, multimodal, world model), and transmitting the generated reply.
Claims19
A system to drive an orchestrated conversation interaction with a user, the system comprising:
- a hardware processor comprising an orchestrator and a plurality of specialized AI agents, wherein each of the plurality of specialized AI agents comprise an LLM, a multimodal, and/or a world model;
- hardware memory for storing instructions executable by the hardware processor;
- when executed by the hardware processor, the instructions cause the system to:
- receive multimodal conversational data from a user;
- decompose the multimodal conversational data into one or more sub-tasks in a task hierarchy via the orchestrator;
- establish a standardized data interface for at least the multimodal conversation data;
- execute the one or more sub-tasks by routing context retrieved via the standardized data interface and a virtual memory to at least one of the plurality of specialized AI agent;
- aggregate outputs from the at least one specialized AI agent into a response;
- transmit the response.
6 more elements
Dependencies are inferred from the claim text.