Llm Eval Benchmark Matrix · UIPKGE

LangSmith/Braintrust/DeepEval style LLM evaluation scorecard, automated golden dataset assertions, and model benchmark matrix with faithfulness, answer relevancy, context recall metrics, and evaluator judge reasoning inspection.