> For the complete documentation index, see [llms.txt](https://docs-old.evidentlyai.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs-old.evidentlyai.com/v0.1.57/integrations.md).

# 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

{% content-ref url="/pages/anZ5mKNtFcyqlOAOjPVY" %}
[Evidently and Grafana](/v0.1.57/integrations/evidently-and-grafana.md)
{% endcontent-ref %}

![](https://1597367563-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FkYWOoo5ev9itNWTiWXMc%2Fuploads%2F9g4G07t3VaLM3BR290Pu%2Fphoto_2021-10-20_14-38-53.png?alt=media\&token=8b1b197b-4ead-4d10-bad2-03b7a5801356)

### 2. Data and ML model checks with Airflow

{% content-ref url="/pages/hmvxQcCDdXM0KAKwhA37" %}
[Evidently and Airflow](/v0.1.57/integrations/evidently-and-airflow.md)
{% endcontent-ref %}

![](https://1597367563-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FkYWOoo5ev9itNWTiWXMc%2Fuploads%2FqC5XO0exHEh7zVAZdz4T%2Fimage%20\(12\).png?alt=media\&token=b5b5f3d9-9496-4479-a798-898a615faaef)

### 3. Log Evidently metrics in MLflow UI

{% content-ref url="/pages/2VpqjCdne3SsZJdwF3tp" %}
[Evidently and MLflow](/v0.1.57/integrations/evidently-and-mlflow.md)
{% endcontent-ref %}

![](https://1597367563-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FkYWOoo5ev9itNWTiWXMc%2Fuploads%2F0EZEhAoE84ayCAa8XD8C%2Fmlflow_3%20\(1\).png?alt=media\&token=6991f3db-49e1-4bdc-a9c6-6172b3fd86c2)