公开(公告)号：US20250111267A1

公开(公告)日：2025-04-03

申请号：US18478811

申请日：2023-09-29

Applicant: Amazon Technologies, Inc.

Inventor： Zhiheng Huang ,  Yue Yang ,  Lan Liu ,  Yuhao Zhang ,  Peng Qi

IPC: G06N20/00 ,  G06F40/30 ,  G06F40/40

Abstract: Template-based tuning is performed on a generative machine learning model where a shared template is used to tune the generative machine learning model across multiple natural language tasks. When a natural language request to perform a natural language task is received, portions of a shared template to complete are identified as part of generating a prompt. The generative machine learning model is instructed according to the generated prompt and a response to the request is returned based on a result of the generative machine learning model.

公开(公告)号：US12223259B1

公开(公告)日：2025-02-11

申请号：US16587800

申请日：2019-09-30

Applicant: Amazon Technologies, Inc.

Inventor： Varun Sembium Varadarajan ,  Sravan Babu Bodapati ,  Deepthi Devaiah Devanira ,  Pu Paul Zhao ,  Katrin Kirchhoff ,  Yue Yang

IPC: G06F40/166 ,  G06F18/214 ,  G06F21/62 ,  G06F40/279 ,  G06F40/30 ,  G06N20/00

Abstract: Techniques for managing access to sensitive data in transcriptions are described. A method for managing access to sensitive data in transcriptions may include receiving a request to generate a redacted transcript of content, obtaining a transcript of the content, sending at least a portion of the transcript to a model endpoint to identify sensitive entities in the transcript, receiving an inference response identifying one or more sensitive entities in the transcript, and generating the redacted transcript based at least one the transcript and the inference response.

公开(公告)号：US12170646B1

公开(公告)日：2024-12-17

申请号：US18237081

申请日：2023-08-23

Applicant: Amazon Technologies, Inc.

Inventor： Yang Li ,  Xu Zhao ,  Kai Gao ,  Yue Yang ,  Vikram Anbazhagan

IPC: H04L61/3015 ,  H04L45/655 ,  H04L61/4511 ,  H04L67/10 ,  H04L45/76

Abstract: This disclosure describes a container management tool of a container management service of a service provider network that operates a first container in a network mode associated with a software generated namespace generated by the container management tool. The container management tool determines a location of the software generated namespace and adds a link to a desired, e.g., existing application network namespace to the software generated namespace. The container management tool, using an application namespace creation script, generates a name for the desired application network namespace. The service provider network executes one or more first applications in the first container, wherein executing the one or more first applications in the first container comprises the first container accessing the software generated namespace and following the link to the desired application network namespace.

公开(公告)号：US20250111151A1

公开(公告)日：2025-04-03

申请号：US18477209

申请日：2023-09-28

Applicant: Amazon Technologies, Inc.

Inventor： Zhiheng Huang ,  Yue Yang ,  Lan Liu

IPC: G06F40/205 ,  G06F40/284 ,  G06N3/0455

Abstract: An index is created with split documents to retrieve and augment generation of a response to a natural language request using a generative machine learning model. When a natural language request is received, a search representation is generated and used to retrieve candidate portions of documents from the index. A relevancy ranking is performed to identify relevant portions of documents from the candidates and provide the relevant portions to prompt a generative machine learning model to provide a result for the natural language request.