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giskard

🐢 Open-Source Evaluation & Testing library for LLM Agents

llmvalidate

Oncoshot LLM validation framework

moonwatcher

No description available

oncoshot-llm-validation-framework

A comprehensive Python framework for evaluating LLM-extracted structured data against ground truth labels. Supports binary classification, scalar values, and list fields with detailed performance metrics, confidence-based evaluation, and statistical uncertainty quantification via non-parametric bootstrap confidence intervals.