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Google provides client libraries for Gmail API for several languages, such as Java, JavaScript, .NET, Python, Objective-C, and PHP.
Enable the Gmail API and download the credentials file in JSON format. This file will allow your Python scripts to authenticate and securely interact with your Gmail account.