AWS Summit Tel Aviv 2024 - Utilizing ML & vector databases for advanced AI search (DAT311)

Utilizing machine learning & vector databases for advanced AI search

As AI continues to transform industries, the applications of generative AI and LLMs are becoming increasingly significant. This session covers the AWS offerings around vector databases and explains why vector databases are a critical component of a modern search. We will discuss different types of search and how to choose an embedding model. We will also provide practical advices for modeling big data semantic search use cases. This session features Booking.com who will present how they implemented semantic search on hundreds of millions of images to identify fraudulent property listings.

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