Generative summarization dialog-based information retrieval
Topics: AI (Deep Learning), Knowledge Graph, LLMO, Microsoft, Retrieval Augmented Generation (RAG)
This Microsoft patent describes a dialog-based information retrieval system that uses generative AI models to process user queries and provide relevant responses. The system employs a unique approach of using dialog summarization to create optimized prompts for large language models, helping to reduce AI hallucination and improve response accuracy. The system includes components for generating search prompts and response prompts, which work together with large language models to provide contextually relevant information to users.