This session is your essential guide to getting started with vector embeddings this transformative technology in the Oracle and Google ecosystem. We'll demystify vector databases, explaining what vectors are, how they work, and the immense benefits they bring to your data-driven applications dive into practical, hands-on demonstrations showcasing multiple strategies for generating and loading vector embeddings into your Oracle Database. Learn how to leverage models within Oracle Cloud and Google Cloud platforms. Crucially, we'll also demonstrate how to utilize local models running in GKE & OKE clusters, providing flexibility and control over your vectorization pipeline in a multicloud environment.