How to implement authentication for REST API?

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I'm creating a web based service that I want to expose as a REST API so that developers are able to create apps using it. I want developers to be able to create/manage user accounts and authenticate through API. How to handle this? OAuth or something else?

I'm using python,flask,mongodb for this.

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