Kali Vm Network

I have my Kali vm in NAT mode where I can access the internet and ping other computers on my network. The only problem is that it has a different internal IP. My vm internal IP is 10.0.2.15 and my computer IP is 192.168.10.103. I cant seem to ping the vm from my computer though. When I switched it to bridged adapter mode then it got a similar ip '192.168.10.108'however I could not ping my computer and couldn't connect to Google. An help? Thanks.