Unverified50% confidenceFactExact time
Specifying an exact JSON output schema for the Agent (field names, types, enum values) ensures downstream systems parse without errors and forces the model to quantify uncertainty.
1
Sources
50%
Confidence
Long-term
Relevance
10/17/2026
First Seen
Sources
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Related Claims
Unverified提示词工程通过角色定义、输出格式约束（如JSON Schema）、少样本示例等手段约束模型概率性输出80% similarVerifiedFunction Calling uses task-specific fine-tuning to enable models to output structured content conforming to a predefined JSON Schema under specific conditions.76% similarUnverifiedForcing output in JSON, enumerated values, or fixed labels can constrain the model to answer within a predefined decision space, improving output parseability and reliability.74% similarUnverifiedStructured output requires the model to return results according to a predefined JSON Schema, reducing the generation of invalid tokens and eliminating the complexity of post-processing parsing.74% similarVerifiedThe basic principle of tool calling is that the model identifies scenarios requiring external capabilities, outputs a structured function call request (usually in JSON format), and after the external system executes it, the result is returned to the model to continue reasoning.73% similar
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