Is it possible to update/delete events sent to Algolia for Personalisation?

Hello, I would like to know if there is any way to updaate/delete an event sent to Algolia for personalisation.

My use case : We send an event when users answer question about their address to show them results related to their state.
Sometimes the user wants to change the address, so we would like to remove previous event and send a new event, or update the data of the previous event. Otherwise the personalisation will be wrong during the retention period of the first event (few months).
Maybe you have other ideas that can help us achieving a good personalisation when the data needs to be updated?
Thank you!