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AIMarkTechPostabout 14 hours ago
Graphify and NetworkX Map Python Codebase StructureA tutorial builds a fully offline Graphify workflow that turns a multi-module Python application into a knowledge graph using tree-sitter-based analysis without an API key or LLM backend. After extracting the graph into NetworkX, the codebase structure is analyzed using centrality scores, community detection, and shortest paths. Static and interactive visualizations show how modules, classes, functions, and database objects connect across the project.
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