Invention Application
- Patent Title: PROVIDING GENERATIVE ANSWERS INCLUDING CITATIONS TO SOURCE DOCUMENTS
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Application No.: US18472190Application Date: 2023-09-21
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Publication No.: US20250103640A1Publication Date: 2025-03-27
- Inventor: Zachary Dicklin , Michael Colagrosso , Remy Burger , Michael Bendersky , Brandon Vargo
- Applicant: Google LLC
- Applicant Address: US CA Mountain View
- Assignee: Google LLC
- Current Assignee: Google LLC
- Current Assignee Address: US CA Mountain View
- Main IPC: G06F16/38
- 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.
Information query