Chopra, 36, posted the same photo on her Instagram page, writing: "Taken. with all my heart and soul".
Turner is engaged to Joe Jonas, the older brother of Nick.
Priyanka's cousin Parineeti Chopra and Siddharth Roy Kapur, producer of Priyanka's new film "The Sky is Pink", were among the first guests to arrive at the party.
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In a delightful Instagram post, 22-year-old Sophie first wished Nick and Priyanka on their engagement and even embraced the Bollywood actress into their family.
"Wow. First I'm blessed with an incredible future brother-in-law, and now such an attractive, inside and out, future sister-in-law".
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Questioning the same, the source said who does that and why would one invite one half of a couple and leave out the other one. "I'm so excited to welcome you into the family [Priyanka Chopra]".
Jonas, 25, also shared the same photo on Instagram and called Priyanka "Future Mrs Jonas".
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Chopra made her transition from Bollywood to Hollywood as the lead of ABC show "Quantico", in which she played an Federal Bureau of Investigation recruit-turned-CIA agent. This ceremony is all about the bride-to-be and groom's families officially acknowledging that their children will tie the knot, and it typically involves an exchange of gifts, much feeding of sweetmeats and, of course, the ring. Jonas' parents also wore Indian outfits.