*"Alert relabeling ... has the same configuration format and actions as 
target relabeling."*
That configuration is shown immediately above: 
https://prometheus.io/docs/prometheus/latest/configuration/configuration/#relabel_config

You would need the "labeldrop" action.

    alert_relabel_configs:
      - regex: 'exported_namespace|exported_container'
        action: labeldrop

There is also "labelkeep" which drops all labels *except* the given 
pattern.  However, you said "I only want the summary and description", but 
those are not labels - they are annotations.  You REALLY REALLY don't want 
to drop all labels.  For one thing, alertmanager uses the labels to 
distinguish between one alert and another.  You really don't want alert B 
going away to resolve alert A.

It sounds to me that what you really want is to change the alertmanager 
template to simplify the E-mails it sends out - NOT to remove the labels 
sent from prometheus to alertmanager.

Google "prometheus alertmanager templates" for lots of examples how to do 
that.  Here's one hit:
https://prometheus.io/blog/2016/03/03/custom-alertmanager-templates/

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