Iterative guidance trainer and report generator

Abstract

An iterative prompt training apparatus receives a search request and automatically generates a first prompt that instructs a large language model to search for the requested information. The iterative prompt training apparatus provides the first prompt to the large language model and analyzes a first search result, generated by the large language model based on the first prompt, to determine if there is an error in the first search result. In response to the determination that there is an error in the first search result, the iterative prompt training apparatus automatically performs prompt tuning to generate a second prompt that is different from the first prompt and provides the second prompt to the large language model.