Unverified50% confidenceFactExact time
The input_builder callback is responsible for converting structured data into natural language prompt text, which is then passed to the sub-Agent for execution
1
Sources
50%
Confidence
Long-term
Relevance
10/9/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn the round-trip protocol, the generator converts programmatically generated arithmetic expressions into natural language word problems, and the extractor reconstructs the original expression from the word problem alone.73% similarUnverifiedWriting the role and output format into the system message and injecting the email body to be processed into the user message via an expression is a layered approach that better aligns with the model's design intent and is easier to reuse.73% similarUnverified模型调用工具时会将输出从普通文本切换为结构化的函数调用格式(finish_reason: tool_calls)73% similarUnverifiedAnthropic的设计允许模型在单次响应中混合输出自然语言文本和多个工具调用请求72% similarUnverifiedStructured output requires large language models to convert user intent into formats consumable by rendering engines, such as JSON Schema component trees, React component code, or UI DSLs.71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/991653API
curl https://kongchang.com/api/v1/knowledge/claims/991653MCP
get_claim(id=991653)