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What’s best practice to integrate this in a Ruby on Rails application?

It seems to be a python app, so probably set it up as a seperate microservice with its own REST API

Best practice is to NOT integrate this in a Ruby on Rails application.

But you can run Cognita as is and you’ll get a fastapi server up and running. With that you can utilize the rest endpoints with your Ruby app.