Evaluation Metrics

Measure and improve LLM quality systematically.

Quick Start

Basic Evaluation with RAGAS

from ragas import evaluate
from ragas.metrics import (
    faithfulness,
    answer_relevancy,
    context_precision,
    context_recall
)
from datasets import Dataset