Dev Tools · 1h ago
RAG evaluator abstains when it can't verify, boosting trust
rag-triad is a local evaluator for retrieval-augmented generation that uses deterministic checks and abstains when uncertain, rather than producing a false score. It separates failures into retrieval, hallucination, or off-topic issues, each with a specific fix. A self-test validates the evaluator before use, prioritizing calibration over raw capability.
Meridian48 take
The tool's emphasis on honest abstention over confident guessing is a practical step toward trustworthy AI evaluation, though its impact depends on adoption beyond the developer niche.
rag-evaluationllm-judge