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A Comprehensive Guide to Evaluating LLM-Generated Knowledge Graphs

From Proof of Concept to ProductionTLDR; Creating Knowledge Graphs using Large Language Models (LLMs) is powerful but requires robust evaluation. This guide shows you how to:Build a production-ready evaluation pipeline for LLM-driven knowledge graphsImplement automated quality checks using LLMs as judgesSet up comprehensive tracing and monitoringUse industry-standard metrics to measure graph qualityHandle entity resolution and graph integrationComplete implementation available in the accompanyin...

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