View source for METHOD AND SYSTEM OF RETRIEVING ASSETS FROM PERSONALIZED ASSET LIBRARIES: abstract simplified (17716653)

*This abstract for appeared for patent application  number 17716653 Titled 'METHOD AND SYSTEM OF RETRIEVING ASSETS FROM PERSONALIZED ASSET LIBRARIES'

==Simplified Explanation==

The abstract describes a system and method for retrieving assets from a personalized asset library. This system receives a search query and encodes it into embedding representations using a trained machine learning model. It then compares these representations to a collection of asset representations and identifies the most relevant assets as search results. These asset representations are automatically generated without human labeling.


==Original Abstract Submitted==

A system and method and for retrieving assets from a personalized asset library includes receiving a search query for searching for assets in one or more asset libraries, the one or more asset libraries including a personalized asset library; encoding the search query into embedding representations via a trained query representation machine-learning (ML) model; comparing, via a matching unit, the query embedding representations to a plurality of asset representations, each of the plurality of asset representations being a representation of one of the plurality of candidate assets; identifying, based on the comparison, at least one of the plurality of the candidate assets as a search result for the search query; and providing the identified plurality of candidate assets for display as the search result. The plurality of asset representations for the one or more assets in the personalized content library are generated automatically without human labeling.