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Arthur Christmas AI: Evaluating Prompt Flow with Azure’s Elves of Precision

This article explores how to effectively evaluate Prompt Flow in Azure AI Studio using key metrics - Coherence, Fluency, Groundedness, Relevance, Similarity, and F1 score - through a festive lens inspired by the cartoon "Arthur Christmas" 🎅
Just as Santa’s elves ensure seamless holiday gift deliveries, these metrics work together to assess AI model performance and guide future improvements. With detailed explanations of each metric and step-by-step instructions for running Prompt Flow Evaluations in Azure AI Studio, this article provides technical insights wrapped in holiday cheer, perfect for developers optimizing models.

Katerina Chernevskaya

Power Platform Architect at KPMG | BizApps MVP | MCT

Razlog, Bulgaria

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