Hi Mihir,
Though I am no expert on distributed systems, you may want to check out the possible DATABASES settings. You can specify multiple databases in your settings file.
See https://docs.djangoproject.com/en/1.10/topics/db/multi-db/
I would read about Django database routing to get started. I believe there is a Django package out there that handles routing in a more convenient manner than out of the box; it is mentioned somewhere in this mailing list, but I can’t remember the name of it offhand.
Best wishes!
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