Hi @Piyush_Sinha1 and welcome to MongoDB community forums!!
Could you help me understand what do you refer by in disk and the in memory?
The following blog post would help you to understand further on how Vector Search works.
Also, it would be help if you could elaborate on the statement in more detail?
Regards
Aasawari