A force-directed knowledge graph visualizes the relationships between software components, grouping nodes into five teams and coloring them accordingly. The graph uses `d3.forceSimulation` to position nodes and links, with arrowheads defined via SVG markers to indicate directional dependencies. Each node is labeled with its name and full descriptor, while edges are differentiated by link type. The layout includes a titled subgraph area, and the rendering is done with D3 v5 in an SVG container, using a predefined color scale and manually specified data.