Monitor predictions in HTTP API endpoints with Rubrix

Learn to monitor the predictions of a FastAPI inference endpoint and log model predictions in a Rubrix dataset.

FastAPI and Rubrix allow you to deploy and monitor any model you like, but in this tutorial we will focus on the two most common frameworks in the NLP space: spaCy and transformers. Let’s get started!