feat: add LLM-as-Judge agent evaluation sample#114
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…Framework - Renamed directory 03.ExploerAgentFramework to 03.ExploreAgentFramework - Renamed file 02-python-agent-framrwork-ghmodel.ipynb to 02-python-agent-framework-ghmodel.ipynb
Adds a complete evaluation pipeline demonstrating production-grade agent quality assessment using specialized judge agents with rubric-based scoring. ## What's included - Jupyter notebook with full evaluation pipeline - 4 judge dimensions: Correctness, Completeness, Clarity, Safety - Parallel judge execution via asyncio.gather - 8 diverse test cases (general knowledge, code gen, security, safety) - JSON dataset format for extensible test cases - Report generation with per-judge averages and per-category breakdowns - CI/CD-ready JSON output (eval-report.json) - README with architecture diagram and production considerations - .env.example for multi-provider configuration ## Why this matters The 08.EvaluationAndTracing directory has DevUI visualization and tracing but was missing its namesake: evaluation. This sample fills that gap with a production pattern that is directly applicable to CI/CD pipelines.
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Summary
This PR adds a complete LLM-as-Judge evaluation pipeline sample to the \