SMRTR ProgrammingAug 6, 2026DZone

Build Your First Knowledge Graph From Unstructured Documents Using Python

SMRTR summary

Build a GraphRAG system in Python using spaCy and NetworkX to answer multi-hop relationship queries — like service ownership — that standard search or RAG struggles with, by extracting entity triples and traversing a directed graph.

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