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1) I would like to know where the attachments for CiviCase are kept ? Can we configure it to use an external storage like Firebase storage.

2) How do you use the APIs to put the attachment as well ?

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Under admin - system settings - directories there is a setting for custom files directory. They are stored on disk in that folder. By default on drupal for example this is sites/default/files/civicrm/custom.

For the api see Uploading files through the API

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