All Vector Search is Hybrid Search

Explore the concept that all vector search applications inherently involve hybrid search in this 46-minute conference talk from Haystack US 2024. Delve into the various forms of hybrid search, from traditional keyword-based methods to metadata filtering, and understand why vector search applications inevitably evolve into comprehensive search applications. Learn about the challenges of reconciling different search scoring functions, implementing sophisticated modalities like two-stage retrieval and reranking, and managing real-time updates to vectors and metadata. Gain insights into the critical questions to consider when developing hybrid search infrastructure. Presented by John Solitario, a senior product manager at Rockset with expertise in machine learning and ingest product development, this talk offers valuable perspectives for professionals navigating the complexities of modern search technologies.