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P-009Custom Evaluation Framework
Build a comprehensive eval framework with multiple metrics, automated regression testing, and beautiful reporting dashboards.
⏱️ 7h – 9h 25m⭐ 450 XP📂 testing and evaluation
Skills
Metric designStatistical analysisLLM-as-judgeData visualizationCI/CD integration
Tech Stack
PythonPandasPlotlyGitHub Actions
Deploy To
🚀 GitHub Pages🚀 Streamlit Cloud🚀 Local
What You'll Learn
- ✓Implement semantic similarity metrics
- ✓Build LLM-as-judge evaluators
- ✓Create regression test suites
- ✓Generate automated reports with visualizations