2026/8/24 -Structured outputs make a model follow a JSON Schema definition that you provide as part of your inference API call. Both the Chat Completions API and ...
2026/3/11 -We'll walk through how OpenAI's structured outputs feature, combined with Pydantic and the OpenAI Python SDK, gives you a reliable and elegant way to enforce ...
2026/10/21 -The OpenAI Responses API provides the Structured Outputs API allowing you to request responses conforming to a specific data structure. In this example ...
2026/4/5 -Structured Outputs only supports generating specified keys / values, so we require developers to set additionalProperties: false to opt into Structured Outputs.
2025/12/29 -This tutorial shows how to produce structured outputs by either providing Pydantic model or JSON schema to OpenAIChatGenerator . Note: Only latest model ...
Structured outputs unlock the full power of OpenAI in real-world applications. In this MLcon Munich 2025 session, Rainer Stropek and Melanie Bauer show how ...
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2026/5/11 -Structured outputs are easily accessible via the openai library, e.g. client.responses.parse(..., text_format=SomePydanticModel) . Once we're at this point, the ...
2025/11/25 -Learn how to use Instructor with OpenAI's models for type-safe, structured outputs. Complete guide with examples and best practices for GPT-4 and other ...
2026/2/22 -The output schema. Can be passed in as: An OpenAI function/tool schema,; A JSON Schema,; A TypedDict class,; Or a Pydantic class.
2025/12/22 -To get structured outputs in vLLM with Qwen3, use the OpenAI-compatible API and pass the desired constraint (e.g., JSON schema, regex, choice, ...