公开(公告)号：US20250124026A1

公开(公告)日：2025-04-17

申请号：US18484661

申请日：2023-10-11

Applicant: Google LLC

Inventor： Xi Cheng ,  Wen Zhang ,  Jiashang Liu ,  Mingge Deng ,  Amir Hormati ,  Omid Fatemieh

IPC: G06F16/2452 ,  G06F16/242 ,  G06F40/40

Abstract: A method includes receiving a text embedding generation query from a user requesting generation of a text embedding for one or more data elements stored at a data warehouse. In response, the method includes selecting, using the text embedding generation query, a text embedding model from a plurality of different text embedding models. The method includes generating, using the selected text embedding model, the text embedding for the one or more data elements and storing the text embeddings at the data warehouse. The method includes receiving a machine learning model training query from the user device requesting training of a machine learning model using the text embeddings. In response to receiving the machine learning model training query, the method includes training the machine learning model using the text embeddings. The method includes providing, to the user device, a notification indicating that training of the machine learning model is complete.