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As mentioned above, you cannot automate that via an api: https://repost.aws/knowledge-center/download-pdf-invoice.
It depends on what you want to achieve, but what you could look is either reuse cost explorer api(https://docs.aws.amazon.com/cost-management/latest/userguide/ce-api.html) or send a copy of the invoice to an email https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/getting-viewing-bill.html#emailed-invoice (maybe with workmail) and fetch it as attachment
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There is no API (or AWS CLI) for downloading invoice PDFs. You'd have to scrape it from the web page. Something like this https://github.com/iann0036/aws-bill-export
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