Google LLC (20250103826). PROCESSING DOCUMENTS IN CLOUD STORAGE USING QUERY EMBEDDINGS
PROCESSING DOCUMENTS IN CLOUD STORAGE USING QUERY EMBEDDINGS
Organization Name
Inventor(s)
Zachary Dicklin of Boulder CO US
Michael Colagrosso of Arvada CO US
Michael Bendersky of Cupertino CA US
Brandon Vargo of Boulder CO US
PROCESSING DOCUMENTS IN CLOUD STORAGE USING QUERY EMBEDDINGS
This abstract first appeared for US patent application 20250103826 titled 'PROCESSING DOCUMENTS IN CLOUD STORAGE USING QUERY EMBEDDINGS
Original Abstract Submitted
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.
