公开(公告)号：US20230030234A1

公开(公告)日：2023-02-02

申请号：US17390162

申请日：2021-07-30

Applicant: Shopify Inc.

Inventor： Dexter Fichuk ,  Vera Olsson ,  Anton Vlasenko

IPC: G06Q10/08 ,  H04L12/58 ,  G06F40/205

Abstract: A computer system, and a method at a computer system, the method including applying a mapping function to a received message to create an characteristic value, wherein the mapping function is adapted to map similar messages to similar characteristic values; comparing the characteristic value to a value associated with each of a plurality of message extractors; determining that the characteristic value does not match any value associated with the plurality of message extractors; identifying at least one message extractor from the plurality of message extractors, the identifying determining that the value associated with the message extractor and the characteristic value from the received message, when compared, satisfy a similarity criterion; and using the identified at least one message extractor to extract information from the received message.

公开(公告)号：US20230351334A1

公开(公告)日：2023-11-02

申请号：US17733782

申请日：2022-04-29

Applicant: Shopify Inc.

Inventor： Dexter Fichuk

IPC: G06Q10/10 ,  H04L51/42 ,  H04L51/21 ,  G06F16/35

CPC classification number: G06Q10/107 ,  H04L51/42 ,  H04L51/21 ,  G06F16/35

Abstract: A computer-implemented method including applying a mapping function to a received message to create a characteristic value, wherein the mapping function is adapted to map similar messages to similar characteristic values; comparing the characteristic value to values associated with message clusters; determining that the characteristic value matches a characteristic value associated with at least two message clusters; and responsive to determining that the characteristic value matches the characteristic value associated with the at least two message clusters: linking the at least two message clusters into a combined message cluster; assigning a message extractor to the combined message cluster, the message extractor being selected from amongst message extractors associated with the at least two message clusters; and using the assigned message extractor to extract information from the received message.

公开(公告)号：US11810052B2

公开(公告)日：2023-11-07

申请号：US17390162

申请日：2021-07-30

Applicant: Shopify Inc.

Inventor： Dexter Fichuk ,  Vera Olsson ,  Anton Vlasenko

IPC: G06F16/31 ,  G06Q10/0833 ,  G06F16/835

CPC classification number: G06Q10/0833 ,  G06F16/31 ,  G06F16/835

Abstract: A computer system, and a method at a computer system, the method including applying a mapping function to a received message to create an characteristic value, wherein the mapping function is adapted to map similar messages to similar characteristic values; comparing the characteristic value to a value associated with each of a plurality of message extractors; determining that the characteristic value does not match any value associated with the plurality of message extractors; identifying at least one message extractor from the plurality of message extractors, the identifying determining that the value associated with the message extractor and the characteristic value from the received message, when compared, satisfy a similarity criterion; and using the identified at least one message extractor to extract information from the received message.

公开(公告)号：US20240354710A1

公开(公告)日：2024-10-24

申请号：US18303921

申请日：2023-04-20

Applicant: Shopify Inc.

Inventor： Georgios Logiotatidis ,  Dev Tanna ,  Dexter Fichuk

IPC: G06Q10/107 ,  G06F40/205 ,  G06F40/40

CPC classification number: G06Q10/107 ,  G06F40/205 ,  G06F40/40

Abstract: A computer system, and a method at a computer system, the method including. receiving a first message at the computing system; determining that a parser for the first message does not exist at the computing system; providing text from the first message and an output template to a large language model; receiving a response from the large language model, the response comprising the output template populated with information from the message; and generating a parser for the message based on the response.

公开(公告)号：US12093899B2

公开(公告)日：2024-09-17

申请号：US17733782

申请日：2022-04-29

Applicant: Shopify Inc.

Inventor： Dexter Fichuk

IPC: H04L51/21 ,  G06Q10/107 ,  H04L51/42

CPC classification number: G06Q10/107 ,  H04L51/21 ,  H04L51/42

Abstract: A computer-implemented method including applying a mapping function to a received message to create a characteristic value adapted to map similar messages to similar characteristic values; comparing the characteristic value to characteristic values associated with message clusters; determining that the characteristic value matches a characteristic value associated with at least two message clusters; and responsive to the determining: linking the at least two message clusters into a combined message cluster; assigning a message extractor to the combined message cluster, the assigning comprising: selecting the message extractor, by choosing from amongst message extractors assigned to the at least two message clusters linked into the combined message cluster; applying the message extractor to a message; and determining that a quality score of results from the applying exceeds a threshold; and using the assigned message extractor to extract information from the received message.