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Structured Outputs Prevent JSON Parsing Failures
Using the `response_format: {type: 'json_schema'}` parameter (OpenAI) or XML tags with output parsers (Claude) ensures the model always returns valid structured data. This eliminates regex hacks, reduces prompt length, and makes your pipelines far more reliable.
Provide Output Format Examples
When you need a specific output format, include a concrete example in your prompt rather than just describing it. Showing the model 'Output should look like: {name: string, score: number, summary: string}' with a filled example is far more effective than verbal descriptions alone.
Use JSON Mode for Structured Output
Use structured output (JSON mode) when you need parseable responses from LLMs.
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