BentoML

BentoML is a framework designed to address the needs of building reliable, scalable, and cost-efficient AI applications, according to the vendor. It provides a standardized and user-friendly platform for packaging AI applications, allowing users to easily manage and deploy their AI apps. BentoML supports flexible model compatibility, enabling users to import models from any model hub or bring their own models built with popular frameworks like PyTorch, TensorFlow, Keras, Scikit-Learn, and XGBoost. The vendor states that BentoML simplifies the process of creating API servers for AI models by supporting auto-generation of REST API, gRPC, and long-running inference jobs. Additionally, BentoML automates the generation of Docker container images, making it effortless to deploy applications in any Docker-supported environment.