Contextual Search Leveraging a Small Language Model 

Enterprises continuously grapple with the exponential growth of unstructured data — including office documents, communications, reports, digital assets, and rich media. 

This document lays the foundation for an enterprise-grade search solution leveraging state-of-the-art Small Language Models (SLMs) in conjunction with a robust and meticulously maintained Metadata Catalog. This advanced technical integration delivers sophisticated semantic search capabilities tailored specifically to complex organizational environments, enabled by an intuitive search.