Structured Output
A supported schema constrains a successful response. Completion checks and semantic validation are still needed before the application accepts its values.
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JSON Schema
JSON Schema describes the structure a JSON document must have. A sentiment-result example shows why a document can conform while its meaning is wrong.
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LLM Decoding and Structured Output
A language model outputs a distribution, and the decoder picks the tokens. Learn temperature and top-p, token masking for structured output, and how to evaluate it.