针对检索增强生成系统的特点，Okareo提供：1) 检索相关性评估，检查返回文档与问题的匹配度；2) 证据引用验证，确保生成内容忠实于检索结果；3) 知识冲突检测，识别源文档之间的矛盾陈述。某法律AI的应用案例显示，通过Okareo发现其RAG系统在30%案例中存在错误引用法条的问题，经过提示工程优化后准确率提升至92%。测试套件包含200+预设的法律/医疗等专业领域评估指标。
This answer comes from the articleOkareo: a tool for model testing and error monitoring for AI developersThe
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