Earlier this month, my band did a run of shows in the Shanghai area, and there were some press clippings in Chinese that I needed to translate. I built an example application that translates the text of these clippings from Chinese to English using Doctran and uses vector search in Elasticsearch to learn more about the translated documents.

Maximize performance with innovations in Compute Engine. Come learn about the latest innovations and portfolio additions from Compute Engine. Learn about new virtual machines (VMs) that are purpose-built to deliver leadership performance for all your workloads, including AI and machine learning (ML), databases, enterprise applications, and network and security compliances. Understand how to pick the right VM. We’ll cover product capabilities, best practices, and announce exciting new products targeted at making it easy for you to operate your Compute Engine environment.

Vector search is typically associated with embeddings - sequences of floating-point numbers. However, semantic search isn’t limited to dense_vector. In this talk, I’ll introduce you to sparse vectors, semantic text, and more.