Generative summarization dialog-based information retrieval system

This invention describes an AI system that helps people in online conversations. It uses a large language model to summarize what's been said, then turns that summary into a search query. The system then finds relevant information and displays it directly within the ongoing conversation, specifically detailing how it can extract topics from the summary to filter results and use user-specific data to improve search relevance.