公开(公告)号：US20250103640A1

公开(公告)日：2025-03-27

申请号：US18472190

申请日：2023-09-21

Applicant: Google LLC

Inventor： Zachary Dicklin ,  Michael Colagrosso ,  Remy Burger ,  Michael Bendersky ,  Brandon Vargo

IPC: G06F16/38 ,  G06F16/33

Abstract: Systems and methods include pre-processing documents in cloud storage using query embeddings, providing personalized prompts to users based on documents in cloud storage, real-time anticipation of user interest in information contained in documents in cloud storage, and providing generative answers including citation to source documents in cloud storage. The system and methods generate generative machine learning model (MLM) prompts based on document portions of documents in a cloud-based content management platform. The systems and methods use the generative MLM to generate responses to prompts, and the responses include citations to the document portions used to generate the responses in order for users to verify the responses.

公开(公告)号：US20250103867A1

公开(公告)日：2025-03-27

申请号：US18472178

申请日：2023-09-21

Applicant: Google LLC

Inventor： Zachary Dicklin ,  Michael Colagrosso ,  Remy Burger ,  Michael Bendersky ,  Brandon Vargo

IPC: G06N3/0475

Abstract: Systems and methods include pre-processing documents in cloud storage using query embeddings, providing personalized prompts to users based on documents in cloud storage, real-time anticipation of user interest in information contained in documents in cloud storage, and providing generative answers including citation to source documents in cloud storage. The system and methods generate generative machine learning model (MLM) prompts based on document portions of documents in a cloud-based content management platform. The systems and methods use the generative MLM to generate responses to prompts, and the responses include citations to the document portions used to generate the responses in order for users to verify the responses.

公开(公告)号：US20250103827A1

公开(公告)日：2025-03-27

申请号：US18472167

申请日：2023-09-21

Applicant: Google LLC

Inventor： Zachary Dicklin ,  Michael Colagrosso ,  Remy Burger ,  Michael Bendersky ,  Brandon Vargo

IPC: G06F40/40 ,  G06F16/34 ,  G06F16/383

Abstract: Systems and methods include pre-processing documents in cloud storage using query embeddings, providing personalized prompts to users based on documents in cloud storage, real-time anticipation of user interest in information contained in documents in cloud storage, and providing generative answers including citation to source documents in cloud storage. The system and methods generate generative machine learning model (MLM) prompts based on document portions of documents in a cloud-based content management platform. The systems and methods use the generative MLM to generate responses to prompts, and the responses include citations to the document portions used to generate the responses in order for users to verify the responses.

公开(公告)号：US20250103826A1

公开(公告)日：2025-03-27

申请号：US18472156

申请日：2023-09-21

Applicant: Google LLC

Inventor： Zachary Dicklin ,  Michael Colagrosso ,  Remy Burger ,  Michael Bendersky ,  Brandon Vargo

IPC: G06F40/40 ,  G06F16/9032 ,  G06F16/906 ,  G06F16/93 ,  G06N20/00

Abstract: Systems and methods include pre-processing documents in cloud storage using query embeddings, providing personalized prompts to users based on documents in cloud storage, real-time anticipation of user interest in information contained in documents in cloud storage, and providing generative answers including citation to source documents in cloud storage. The system and methods generate generative machine learning model (MLM) prompts based on document portions of documents in a cloud-based content management platform. The systems and methods use the generative MLM to generate responses to prompts, and the responses include citations to the document portions used to generate the responses in order for users to verify the responses.