Intuit, Inc.

Pooja Rajan Chowdhary

Jonathan Lin

Vijay Thomas

Pratik Lala

James Odeyale

A system and method are provided for personalizing large language models in query systems.

System and method for personalizing large language models in query systems

A method includes generating a new user query embedding for a new user query received from a user, obtaining an indexed user query matching the new user query from a search engine index, a vector index corresponding to the indexed user query, and a relevancy score corresponding to the indexed user query. The method further includes selecting a vector structure corresponding to the vector index from a plurality of vector structures in a vector store, obtaining, from the vector structure, a result embedding matching the new user query embedding, transmitting, by a user query answer service to an answer generation model, the result embedding and receiving, by the user query answer service, an answer to the new user query from the answer generation model.

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Mountain View, CA, United States of America

Pooja Rajan Chowdhary