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Pydantic + OpenAI: The Cleanest Way to Get Structured Outputs from LLMs

Towards Data Science Maria Mouschoutzi July 14, 2026
Pydantic + OpenAI: The Cleanest Way to Get Structured Outputs from LLMs
AI Summary— plain English for professionals

# Getting AI to Give You Organized Data (Without the Headaches) OpenAI's latest update lets you tell AI models exactly what format you want your answer in—like requesting a spreadsheet instead of a paragraph—and the AI will actually follow those rules. This means when you ask an AI to extract information or make decisions, you get clean, usable data instead of messy text you have to manually organize yourself. It's a surprisingly big deal because it saves time and removes a common source of errors when trying to use AI in business workflows.

How to stop parsing JSON by hand and start trusting your model's output The post Pydantic + OpenAI: The Cleanest Way to Get Structured Outputs from LLMs appeared first on Towards Data Science.

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