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Structured Output from LLMs
Last Updated: March 14, 2026
Ashish Pratap Singh
8 min read
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The Structured Output Pipeline
Approach 1: JSON Mode
Approach 2: Structured Outputs with JSON Schema...
Approach 3: Tool-Based Extraction (OpenAI Tools Fo...
Comparing Structured Output Approaches
Pydantic for Validation
Schema-Driven Extraction
Error Handling and Retry Strategies
Putting It All Together: Building a Resume Parser...
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