System and Method for Generating Query Variations of Retrieval Augmented Generation (RAG) Systems

원문 (중국어)

A method, computer program product, and computing system for processing a plurality of query-answer pairs associated with a generative artificial intelligence (AI) model. A first set of query variations are generated from the plurality of query-answer pairs using a genetic algorithm. A plurality of content portions associated with the first set of query variations are identified using a Retrieval Augmentation Generation (RAG) system. A fitness score associated with each of the query variations of the first set of query variations is determined using the plurality of content portions. A plurality of query variation-answer pairs are generated by generating a second set of query variations from the first set of query variations using the genetic algorithm and the fitness scores associated with each of the first set of query variations.