Artificial intelligence device for language-based efficient agent utilizaiton for planning (leap) and method thereof
AssigneeLG Electronics Inc.
InventorsNikhil VERMA, Manasa BHARADWAJ
Life of this patent
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Abstract
A method for controlling an artificial intelligence (AI) deice can include receiving a user query, searching a database to determine an initial subset of items based on the user query, determining, via a first large language model-based agent corresponding to an explore phase, a shortlisted set of items from among the initial subset of items, determining, via a second large language model-based agent corresponding to an exploit phase, a final selection from the shortlisted set based on a detailed analysis of attributes and options associated with items within the shortlisted set, and outputting the final selection.
Claims20
A method for controlling an artificial intelligence (AI) deice, the method comprising:
- receiving, by a processor in the AI device, a user query;
- searching, by the processor, a database to determine an initial subset of items based on the user query;
- determining, via a first large language model-based agent corresponding to an explore phase, a shortlisted set of items from among the initial subset of items;
- determining, via a second large language model-based agent corresponding to an exploit phase, a final selection from the shortlisted set based on a detailed analysis of attributes and options associated with items within the shortlisted set;
- and
- outputting the final selection.
An artificial intelligence (AI) device, comprising:
- a memory configured to store agent based prompt information;
- and
- a controller configured to:
- receive a user query,
- search a database to determine an initial subset of items based on the user query,
- determine, via a first large language model-based agent corresponding to an explore phase, a shortlisted set of items from among the initial subset of items,
- determine, via a second large language model-based agent corresponding to an exploit phase, a final selection from the shortlisted set based on a detailed analysis of attributes and options associated with items within the shortlisted set, and
- output the final selection.
A non-transitory computer readable medium storing computer-executable instructions that when executed by a processor, cause the processor to perform the operations of:
- receiving a user query;
- searching a database to determine an initial subset of items based on the user query;
- determining, via a first large language model-based agent corresponding to an explore phase, a shortlisted set of items from among the initial subset of items;
- determining, via a second large language model-based agent corresponding to an exploit phase, a final selection from the shortlisted set based on a detailed analysis of attributes and options associated with items within the shortlisted set;
- and
- outputting the final selection.
Dependencies are inferred from the claim text.