The Quest for Speed: Navigating the World of Approximate Nearest Neighbor Search The relentless pursuit of efficient similarity search has become a cornerstone of modern data science. From powering recommendation engines that anticipate our every whim to enabling rapid image retrieval across vast digital archives, the ability to quickly identify near-duplicate vectors is paramount. But