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How to Get Structured Output from LLMs
Last Updated: December 14, 2025
Ashish Pratap Singh
4 min read
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The Problem
The Approaches
Approach 1: Prompt Engineering
Approach 2: Output Parsing and Validation
Approach 3: JSON Mode
Approach 4: Function Calling / Tool Use
Approach 5: Structured Output APIs
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