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Need to export Splunk data (our application logs) to CSV using API

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Our application has over 3 million records every 24 hours that we need to export using Splunk. When we tried using Reports, we were getting a maximum of 50000 records. We were suggested to use Splunk API. Can anyone help on step to step on how to connect to Splunk API. Is it a URL or something? I have no clue..

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