Marqo is a platform focused on training and deploying embedded models, offering an end-to-end solution from model training to inference and storage. It supports over 150 embedded models and enables rapid prototyping, accelerated iteration, and seamless deployment. The platform accommodates multimodal models, such as CLIP, which can extract semantic information from images and other data types, facilitating seamless text and image searches, and even combining them into a unified vector. Marqo also supports search in over 100 languages with cutting-edge multilingual models, automatically scaling to new regions without manual language configuration. Additionally, Marqo's scalability allows users to run Docker images on laptops and expand to dozens of GPU inference nodes in the cloud, providing low-latency search services.