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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

2. Data and ML model checks with Airflow

3. Log Evidently metrics in MLflow UI

4. Data and ML model checks with Metaflow

Metaflow UI: card html