BKFC is a Python notebook tool designed to efficiently extract and summarize information from Google Chat conversations, transforming chaotic chat histories into structured, actionable insights. By leveraging the Google Chat API and Vertex AI's Gemini models, it automates the retrieval of important discussions, questions, and action items, enhancing team productivity.