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Explore the cutting-edge world of hybrid search systems in this 37-minute conference talk from Haystack EU 2023. Dive into the integration of classic ranking algorithms like BM25 with modern vector search techniques to enhance search relevancy and overcome limitations of traditional methods. Learn how to leverage unstructured data, including images and text, for fuzzy searching and improved results. Discover best practices for pre/post metadata filtering and hybrid ranking strategies that combine BM25 scores with vector-based algorithms such as HNSW. Gain insights into the challenges of transitioning from research to production, achieving real-time scalability, and balancing performance with accuracy. Join Ohad Levi, co-founder and CEO of Hyperspace, as he shares his expertise in optimizing search systems and pushing the boundaries of real-time search capabilities.
