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API integration with an org having SAML SSO enabled

I am working on an org with SAML SSO enabled. Another application within the organisation would like to read some Account records from this org. What kind of Integration is the best? I was thinking of REST API with OAuth. In that case how does it work in combination with SAML SSO? Please provide your suggestions.