A finance assistant must return transaction classifications matching a fixed JSON schema. Which technique should the team evaluate before building a free-text parser?

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  1. Higher temperature as the only control
  2. An embedding endpoint in place of generation
  3. A longer system prompt without output validation
  4. Structured output with a model and endpoint that support the required schema

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