Pydantic
Learn about data validation and type checking in Python applications with Pydantic. Our engineering team shares practical implementation strategies, performance optimization techniques, and real-world examples of building more reliable Python applications.

Pydantic Posts
How to Get Guaranteed JSON from LLMs with Structured Outputs
Tired of parsing flaky JSON from LLM responses? OpenAI’s Structured Outputs feature guarantees your responses match your schema exactly. Here’s how to use it with Pydantic, when to choose it over function calling, and the gotchas you’ll encounter in production.
Pydantic.ai: Building Smarter, Type-Safe AI Agents
The team that brought type safety to Python web development with Pydantic has just unveiled their take on AI development: Pydantic.ai. This new framework reimagines how we build AI applications by bringing Pydantic’s legendary validation capabilities to the world of Large Language Models.
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