Tag: evaluation
Browse 3 practical software engineering resources tagged with "evaluation". Discover code recipes, design patterns, documentation templates, and in-depth guides to help you build, deploy, and maintain production-ready solutions involving evaluation.
AI Prompt Version Control Template
Version your LLM prompts with eval scores, change history, rollback support, and A/B testing. Includes prompt metadata schema, changelog format, evaluation tracking, and CI/CD integration for prompt management.
AI RAG Evaluation Checklist
A checklist for evaluating RAG system quality: retrieval accuracy, generation faithfulness, context relevance, answer correctness, citation accuracy, latency, and end-to-end testing with metrics and thresholds.
Complete Guide to LLM Evaluation
Evaluate LLM applications in production. Covers RAGAS, LLM-as-judge, human evaluation, A/B testing, hallucination detection, toxicity scoring, regression testing, and building automated evaluation pipelines.