structured-output-extractor
Structured Output Extractor
Extract reliable, typed data from LLM responses.
Core Workflow
- Define schema: Create data structure
- Choose method: Function calling vs prompting
- Generate response: Call LLM with structure
- Validate output: Parse and verify
- Handle errors: Retry or fallback
Methods Comparison
| Method | Reliability | Flexibility | Best For |
|---|---|---|---|
| OpenAI JSON Mode | High | Medium | Simple JSON |
| Function Calling | Very High | High | Complex schemas |
| Instructor | Very High | High | Python/TS apps |
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