Sagify

Sagify is an open-source command-line tool and developer framework designed to simplify the training, tuning, and deployment of machine learning and deep learning models on AWS SageMaker. By abstracting away complex cloud infrastructure configuration, Docker containerization, and distributed training setups, it enables data science and engineering teams to transition from local model development to scalable cloud execution using simple terminal commands. The platform also includes unified API gateways and tooling to streamline the deployment and management of both proprietary and open-source large language models within production environments, reducing operational overhead so developers can focus entirely on model architecture and code.