公开(公告)号：US12287804B2

公开(公告)日：2025-04-29

申请号：US18241028

申请日：2023-08-31

Applicant: Microsoft Technology Licensing, LLC

Inventor： Shaily Jignesh Fozdar ,  David Joseph Donahue ,  Fang Liu ,  Noelle Yanhui Li ,  Abhishek Narain ,  Irene Rogan Shaffer ,  Wee Hyong Tok ,  Ehimwenma Nosakhare ,  Vivek Gupta ,  Gust Verbruggen ,  Vu Minh Le ,  Jordan Joseph Henkel ,  Avrilia Floratou ,  Joyce Yu Cahoon ,  Richard Anarfi ,  Jason Wang ,  Daniel Muñoz Huerta ,  Yan Qiu

IPC: G06F17/00 ,  G06F16/242 ,  G06F16/25

Abstract: A computer-implemented method for performing natural language-based data integration includes causing execution of a data integration application on a remote device via a network and causing surfacing of a GUI corresponding to the data integration application on a display of the remote device. The method includes receiving, via the GUI, a natural language input representing a data integration task, generating, via an LLM, a set of ordered activities corresponding to the data integration task represented by the natural language input, and selecting, via the LLM, one or more APIs for performing each activity within the set of ordered activities. The method also includes generating a data pipeline based on the set of ordered activities and the API(s) for performing each activity, as well as back-translating the data pipeline to a desired data format for execution by the data integration application.

公开(公告)号：US20250077538A1

公开(公告)日：2025-03-06

申请号：US18241028

申请日：2023-08-31

Applicant: Microsoft Technology Licensing, LLC

Inventor： Shaily Jignesh FOZDAR ,  David Joseph DONAHUE ,  Fang LIU ,  Noelle Yanhui LI ,  Abhishek NARAIN ,  Irene Rogan SHAFFER ,  Wee Hyong TOK ,  Ehimwenma NOSAKHARE ,  Vivek GUPTA ,  Gust VERBRUGGEN ,  Vu Minh LE ,  Jordan Joseph HENKEL ,  Avrilia FLORATOU ,  Joyce Yu CAHOON ,  Richard ANARFI ,  Jason Wang ,  Daniel MUÑOZ HUERTA ,  Yan Qiu

IPC: G06F16/25 ,  G06F16/242

Abstract: A computer-implemented method for performing natural language-based data integration includes causing execution of a data integration application on a remote device via a network and causing surfacing of a GUI corresponding to the data integration application on a display of the remote device. The method includes receiving, via the GUI, a natural language input representing a data integration task, generating, via an LLM, a set of ordered activities corresponding to the data integration task represented by the natural language input, and selecting, via the LLM, one or more APIs for performing each activity within the set of ordered activities. The method also includes generating a data pipeline based on the set of ordered activities and the API(s) for performing each activity, as well as back-translating the data pipeline to a desired data format for execution by the data integration application.

公开(公告)号：US11126930B2

公开(公告)日：2021-09-21

申请号：US16396686

申请日：2019-04-27

Applicant: MICROSOFT TECHNOLOGY LICENSING, LLC.

Inventor： Shengyu Fu ,  Neelakantan Sundaresan ,  Jason Wang ,  Ying Zhao

IPC: G06F8/30 ,  G06N20/00

Abstract: A code completion system predicts candidates to complete a method invocation in a source code program written in a dynamically-typed programming language. A pseudo type is generated for each variable in the source code program to approximate the runtime type of the variable. The pseudo type is then used to group a set of method invocations into a classification that can be modeled by an n-order Markov chain model. The n-order Markov chain model is used to predict candidate methods more likely to complete a method invocation in a dynamically-typed programming language.