The initial deployment of an internal knowledge base, a significant milestone for the engineering team, was quickly overshadowed by a critical incident that underscored a fundamental, yet often overlooked, aspect of Retrieval Augmented Generation (RAG) systems: chunking. A seemingly innocuous query from a colleague in the compliance department, seeking information on contractor onboarding processes, yielded […]