Serving a Machine Learning Model with FastAPI and Streamlit

Machine learning is a hot topic at present. With technology companies moving in the direction of artificial intelligence and machine learning to cash in early, the field has grown tremendously large. Many of these companies create their own machine learning solutions and sell them to others using a subscription-based model. Since the majority of machine learning models are developed in Python, the web frameworks that serve them up are usually Python-based as well. For a long time, Flask, a micro-framework, was the goto framework.