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    <title>Structured Output on Jyotirmaya Das</title>
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      <title>Spring AI Structured Output: Typed Records, Self-Correcting Retries and OpenAI&#39;s Native Schema</title>
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      <description>How Spring AI 2.0 turns a GPT-5 reply into a Java record, retries with the validation error when the JSON is wrong, and hands the schema to OpenAI directly. Plus the retry budget that quietly turns 6 calls into 24.</description>
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