In this video, we will walk you through a step-by-step tutorial on constructing a custom multimodal AI application, leveraging Google Cloud’s Vertex AI suite, the Flask framework, and JAX for machine learning. With an API-centric design, you can develop a powerful web application with low code and effort.

At the center of our architecture will be Google’s new Multimodal Embeddings API - a service that can easily incorporate the latest Google Cloud Multimodal AI capabilities into your application.