Vector and Keyword Search for Enhanced LLM Performance

Vector and Keyword Search for Enhanced LLM Performance

Explore the transformative power of Hybrid Search and its significance within the Gen AI LLM tech stack in this 53-minute conference talk by Ohad Levi, Co-founder & CEO at Hyperspace. Delve into the integration of classic keyword search functions and advanced vector search algorithms, examining the use of metadata filtering, aggregations, and TF/IDF ranking. Gain insights into advanced vector search algorithms, including k-Nearest Neighbors (k-NN) and HNSW. Learn about LLMOps Space, a global community for LLM practitioners focused on content, discussions, and events related to deploying LLMs into production.