Part 2 of the tutorial series focuses on building relationships within a knowledge graph using Google's Gemini 2.5 and ApertureDB. It outlines the steps for relationship extraction, connection creation, and visualization, demonstrating how to create a dynamic graph for enhanced data-driven applications.