Efficient knowledge discovery is crucial yet challenging in today's fast-paced, globally distributed work environments. This talk introduces an LLM-based bot integrated with internal communication tools such as Slack. It is designed to streamline access and discovery of documentation spread across multiple internal knowledge platforms, code-repositories and multiple languages. We will explore the chatbot's innovative architecture and practical applications. Attendees will gain insights into the technical intricacies of developing such a solution, the challenges encountered during its development, and its potential for future expansion.