“15 seconds to read 200k items? Are you serious you call that fast?”

Yes, it is fast relatively speaking. No where i have claimed that my technique is the fastest. It is just the method to get things relatively faster.

“You might try faiss or annoy next time if you want to calculate it fast”

Yes, thanks for your suggestion. Many other experts too have suggested this to me. I will try it in future.