This robust tool extracts structured entities (classes, functions, modules, types, concepts) and their complex relationships (imports, inheritance, calls) directly from source code files. It builds a comprehensive and weighted knowledge graph stored within AgentDB. Ideal for deep codebase analysis, dependency tracking, and impact assessment in large software projects.