Utilizing large language model (LLM) in responding to multifaceted queries
Topics: AI Mode, AIOverviews, LLM Readability, LLMO / GEO, Query Fan Out
The Google patent describes a system that leverages a large language model (LLM) or similar generative model to handle multifaceted or noisy natural language queries. It generates multiple candidate subqueries targeting different facets of the input, selects a relevant and diverse subset using evaluation metrics such as relatedness and diversity, retrieves search results only for the selected subqueries, and synthesizes a response from those results. This approach improves response quality for complex queries while reducing unnecessary computational resource usage and user interaction time compared to traditional search methods or direct LLM processing.
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