Yuga Finder

The Challenge & Solution

The client possessed a massive dataset that completely crashed standard off-the-shelf search plugins due to memory bloat and unstructured queries. The project required a highly specialized full-stack indexing solution.

We developed the application leveraging Next.js backend routing, crafting complex vector search algorithms to optimize hyper-specific querying. By separating the database compute load from the client render, the application achieved sub-second search latencies across tens of thousands of deeply nested records.