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I need to retrieve SPO document information from SPO into a public website. I would imagine an app with some secret keys would do it. Or have a kind of authentication master account to enable my external app/website to connect to SPO and retrieve the data through normal services ways like CSOM/REST.

I cannot find any example how to achieve this.

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You can use form-based auth or Oauth flow to connect to SPO for data retriveal. Please take a referecne of below example:

For more details of pnp csom AuthenticationManager, please refer to:

BR

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