1. Go to Apps.
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2. Click New in Connected Apps section.
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3. To get Client Secret and Client Id, set Enable OAuth Settings check box to true.
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4. Use Consumer Key and Consumer Secret as Client Id and Client Secret.
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To know about connected apps, check the below link