Llm evals framework

An llm evals framework describes open-source testing infrastructure frameworks (such as Promptfoo, DeepEval, or Ragas on GitHub) explicitly engineered to programmatically stress-test, score, and evaluate large language model generation vectors for bias or hallucination.