Unverified50% confidenceFactExact time
Large models output natural language text by default, whereas real-world business scenarios often require structured data (such as JSON) for programmatic processing.
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9/11/2026
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UnverifiedContext in structured JSON format tends to produce more stable model outputs than natural language descriptions.79% similarUnverified大语言模型的自然倾向是生成流畅文本，而Agent工作流需要严格、可预测、机器可读的结构化输出，两者存在冲突76% similarUnverifiedLarge language models are prone to type degradation when handling complex or lengthy structures, serializing fields that should be arrays into JSON strings before sending them.76% similarUnverified大语言模型可通过Zero-shot方式同时完成意图识别与槽位提取，并直接输出为JSON等结构化格式73% similarUnverifiedLarge language models (LLMs) trained on massive code repositories and natural language corpora can map human natural language intent into executable code, a capability known as Natural Language Programming.73% similar
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