Importance

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Abstract

Systems and methods conversational shopping based on machine learning using both text and image data are disclosed. In some embodiments, a disclosed method includes: obtaining, from a computing device, a search request identifying a reference image representing a first product and a textual query associated with the reference image; computing a text embedding in an embedding space based on the textual query; computing an image embedding in the embedding space based on the reference image; determining, based on at least one machine learning model, a target image representing a second product based on the text embedding and the image embedding; and transmitting, to the computing device, the target image in response to the search request.

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First Claim