How to serup affordable Home automation in India?

Hi. I've been looking to make my home smart using relays inside switchboards, a couple sensors. I've been looking for a few days and landed on Zigbee. There are so many "smart" devices available for purchase but most of them are WiFi equipped. Is there any good company/market where we can buy zigbee equipped devices at affordable prices.? Sonoff.in seemed like it but it doesn't Ship everywhere. I'm still in a bind regarding a hub.

Nothing is setup basically. Everything needs to be built up from the scratch. What I have with me are an old router and a raspberry Pi 3. (Would prefer local automation)

Submitted by Anvesh2013

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