pydantic-ai 1.95.0 released

Pydantic AI 1.95.0 introduces native Tool Search for Anthropic and OpenAI with custom strategies on any provider, an Instrumentation capability replacing Agent(instrument=...), and structured output plus tool combination support for Gemini 3. It prepares for V2 by renaming “built-in tools” to “native tools”, deprecating old fields, and registering them via capabilities=[NativeTool(...)].

pydantic-ai 1.95.0 is available. Release notes →

Pydantic AI 1.95.0 introduces native Tool Search for Anthropic and OpenAI with custom strategies on any provider, an Instrumentation capability replacing Agent(instrument=…), and structured output plus tool combination support for Gemini 3. It prepares for V2 by renaming “built-in tools” to “native tools”, deprecating old fields, and registering them via capabilities=[NativeTool(…)].

What changed. 1.95.0 is the latest release.

Why it matters. Review the release notes for breaking changes before upgrading.

Builder takeaway. Pin your version or upgrade in a branch and run your eval suite before deploying.

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