METHODS AND SYSTEMS FOR INDICATING RESOURCE USAGE PARAMETER FOR PROMPTING A LARGE LANGUAGE MODEL (LLM)

    公开(公告)号:US20240311192A1

    公开(公告)日:2024-09-19

    申请号:US18446930

    申请日:2023-08-09

    Applicant: Shopify Inc.

    CPC classification number: G06F9/5027 G06N5/022

    Abstract: Methods and systems for indicating a resource usage parameter for prompting a large language model (LLM) are described. A user input is received, from an electronic device, for generating a prompt to a LLM. A prompt resource usage parameter is computed based on the user input. A trained resource prediction model is used to generate a predicted response resource usage parameter for a response from the LLM, based on the user input. A total resource usage parameter is computed, based on the prompt resource usage parameter and the predicted response resource usage parameter. A representation of the total resource usage parameter is communicated to the electronic device, to cause the electronic device to provide an output of the representation of the total resource usage parameter.

    SYSTEMS AND METHODS FOR GENERATING AUGMENTED REALITY SCENES

    公开(公告)号:US20240029279A1

    公开(公告)日:2024-01-25

    申请号:US17956903

    申请日:2022-09-30

    Applicant: Shopify Inc.

    CPC classification number: G06T7/40 G06T7/60 G06T2207/10016

    Abstract: A computer-implemented is disclosed. The method includes: obtaining three-dimensional geometric scan data and first texture data for a defined space, the defined space defined by interior surfaces including at least one wall; detecting an object occluding a first one of the interior surfaces of the defined space based on the three-dimensional geometric scan data; in response to detecting the object: identifying a corresponding portion of the first interior surface occluded by the detected object; and estimating texture data for the corresponding portion of the first interior surface based on the first texture data for the defined space, and outputting texture data for the interior surfaces based on the first texture data for the defined space and the estimated texture data for the corresponding portion of the first interior surface

    SYSTEMS AND METHODS FOR GENERATING CUSTOMIZED AUGMENTED REALITY VIDEO

    公开(公告)号:US20230230152A1

    公开(公告)日:2023-07-20

    申请号:US17576684

    申请日:2022-01-14

    Applicant: SHOPIFY INC.

    CPC classification number: G06Q30/0643 G06F3/04815 G06T19/006

    Abstract: Methods and systems are disclosed for generating an augmented reality (AR) video. A set of products is obtained, where each product is associated with a respective virtual model and a respective object class. An AR video segment is generated for each product in the set of products. In a real-world video segment, a real-world object belonging to a relevant object class that is relevant to the object class of the given product is detected. A render of the virtual model associated with the given product is overlaid in the real-world video segment to obtain the AR video segment. The render of the virtual model is overlaid relative to the detected real-world object belonging to the relevant object class. A continuous AR video is generated from the AR video segments and outputted to be viewable by a user device.

    METHODS AND DEVICES FOR EXPLORING AN N-DIMENSIONAL EMBEDDING SPACE USING A NAVIGATION-BASED RECOMMENDER

    公开(公告)号:US20250165125A1

    公开(公告)日:2025-05-22

    申请号:US18516112

    申请日:2023-11-21

    Applicant: Shopify Inc.

    Abstract: A method and apparatus is provided to allow a user to explore an n-dimensional embedding space using a recommender system, including a navigational UI. A set of n-dimensional embeddings from an n-dimensional embedding space may be transformed into a set of lower dimensional embeddings, based on a dimensionality reduction. The set of lower dimensional embeddings may be processed to generate a configuration of spaced items, and a signal may be transmitted to cause a display of a remote user device to output the navigational user interface (UI) having a plurality of selectable items according to the configuration of spaced items, the plurality of selectable items corresponding to lower dimensional embeddings of the set of lower dimensional embeddings. The disclosed method and apparatus may enable improved user interaction with an e-commerce website while browsing through dense product spaces.

    METHODS AND SYSTEMS FOR PROMPTING LARGE LANGUAGE MODEL TO GENERATE FORMATTED OUTPUT

    公开(公告)号:US20240311546A1

    公开(公告)日:2024-09-19

    申请号:US18491370

    申请日:2023-10-20

    Applicant: Shopify Inc.

    CPC classification number: G06F40/106 G06F40/169 G06F40/205

    Abstract: Methods and systems for prompting a large language model (LLM) to generate a revised text passage with formatting are described. A text-editing instruction is received that is related to at least a portion of a text passage having at least one formatting tag. The text passage is processed to identify the at least one formatting tag in the text passage. A prompt to the LLM is generated, to cause the LLM to generate a revised text passage. The prompt includes the text-editing instruction related to at least the portion of the text passage and also includes a formatting-specific instruction to format the revised text passage using the at least one formatting tag in the revised text passage. The revised text passage is received and caused to be displayed based on the formatting tag.

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