Pulling ALL constituent records in one call

Hi - I am building a way to allow us to pull ALL constituent records. There appears to be a limit of 500 records that you can pull at any one time. This doesn't work for me as I will need to pull many 10's of thousands of records at a time. We need to pull the data to run analytics so will also need to pull actions which can have 100's of thousands in some cases. I currently use the database view query and export but this is not a good solution as it often crashes when exporting so I'm keen to get it working well using the API. Are there any work arounds for this export limit? Thanks

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