Basic architecture explanation

Hi,
I’m a bs student on machine learning and iot. I’m trying to understand and create basic version of home-assistant architecture to integrate with my ml algorithms. I referred to architecture on docs but I’m unable to replicate one and new to this things. Could somebody explain me the basic working mechanism in pythonic way or any basic version I can refer to?

Thanks for your time.
Best!

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