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Vector and Keyword Search for Enhanced LLM Performance

LLMOps Space via YouTube

Overview

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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.

Syllabus

Vector and Keyword Search for Enhanced LLM Performance | LLMOps

Taught by

LLMOps Space

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