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 Grafana

2. Data and ML model checks with Airflow

Evidently and Airflow

3. Log Evidently metrics in MLflow UI

Evidently and MLflow