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How does llmware ensure the accuracy of model-generated answers?

2025-08-19

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llmware内置了事实检查与审计功能，通过以下方式减少模型幻觉：首先，利用evidence_comparison_stats方法验证证据匹配度，确保回答与知识源一致；其次，提供evidence_check_sources跟踪答案来源；最后，所有交互历史可通过prompter.save_state()保存，方便回溯审计。这些机制特别适合法律、金融等需要高准确性的场景。

This answer comes from the articlellmware: an open source framework for rapidly building enterprise-class RAG applicationsThe