Pydantic AI is an agent framework from the Pydantic team for building applications that use language models and tools. Its official documentation describes a typed approach to defining agent dependencies and structured outputs, with validation that can help ensure responses match expected data schemas. Developers can connect agents to model providers, define tools, and integrate observability through Pydantic Logfire or other supported tracing systems. Pydantic AI is a software framework rather than a managed AI-agent product; teams generally use it within their own application architecture. Review the current documentation for supported models, APIs, and deployment patterns.
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