Rolling indices on daily basis

We are thinking about storing the events generated from our system for the last 2 weeks into elasticsearch. How exactly shoud be configured elesticsearch to get such a functionality, to "automatically" create a new index each day, and to remove indices older than 2 weeks? Would be even possible to archive the old indices for 2 more weeks and remove them after 30 days? Or should be better that the application sending the events to elasticsearch handles programmatically such a functionality?
I am using docker-compose to launch the elastic search nodes and kibana.

Check out the new index life-cycle management (ILM) feature:

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