azure-ai-evaluation-py

Installation
SKILL.md

Azure AI Evaluation SDK for Python

Assess generative AI application performance with built-in quality, safety, agent evaluators, Azure OpenAI graders, and custom evaluators.

Installation

pip install azure-ai-evaluation

# With red team support
pip install azure-ai-evaluation[redteam]

Environment Variables

# For AI-assisted evaluators
AZURE_OPENAI_ENDPOINT=https://<resource>.openai.azure.com
AZURE_OPENAI_API_KEY=<your-api-key>
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Feb 4, 2026