Integrations
How to integrate Evidently with other tools in the ML pipeline.
Evidently can be easily integrated with other tools to fit into the existing workflows.
Below are a few specific examples of how to integrate Evidently in the prediction pipelines. You can adapt them for other workflow management, visualization, and tracking tools.
1. Real-time ML monitoring with Grafana
Evidently and Grafana2. Data and ML model checks with Airflow
Evidently and Airflow3. Log Evidently metrics in MLflow UI
Evidently and MLflowLast updated