FastAPI

FastAPI is a Python web framework designed for building high-performance APIs. It leverages standard Python type hints to facilitate development and is suitable for creating custom API endpoints for various applications, including machine learning models. The framework provides flexibility and control over serving logic, allowing developers to implement specific API behaviors. It is an open-source solution that requires manual implementation for distributed concerns like load balancing and model lifecycle management.