With a rapidly expanding repository of medical knowledge, the platform’s existing search function was no longer sufficient. It relied on basic keyword matching, offered limited filtering, and could not retrieve data in real time. As clinicians increasingly depended on fast and accurate medical references for advanced patient care, the platform needed an intelligent, scalable search solution.