Join me for an insightful exploration into the contrasting worlds of large-scale vector search across two distinct domains: e-commerce product search and Email Retrieval-Augmented Generation (RAG). This talk will delve into the unique challenges posed by a single, billion-scale dataset in e-commerce versus managing numerous partitions of smaller datasets in email inboxes.

We’ll discuss how to choose the right infrastructure and configurations for each scenario, balancing the demands of constant updates in e-commerce with the relatively static nature of email data. Attendees will gain actionable insights to identify their own use case and learn how to set up for success with cost-effective, tailored solutions.