In this session, we will focus on practical applications of multimodal embeddings and vector databases. By leveraging the Hugging Face API, we will guide you through the process of creating a functional image search application. And we'll also how see how we'll utilize vector databases to store and compute embeddings. Join us in this practical exploration of powerful tools and techniques that effectively connect data with real-world applications.