Tools · MarkTechPost ·
Using Graphify and NetworkX to Map Python Codebase Structure with God Nodes, Communities, and Architecture Visualizations
A tutorial demonstrates building a fully offline Graphify pipeline that converts a multi-module Python application into a knowledge graph using tree-sitter, without an API key or LLM backend. The resulting graph.json is loaded into NetworkX to analyze file and relationship types, centrality, community detection, and sh