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Build AI agents with Pydantic AI — tools, capabilities (including on-demand loading), structured output, streaming, testing, and multi-agent patterns. Use when…
Building AI Agents with Pydantic AI Pydantic AI is a Python agent framework for building production-grade Generative AI applications. This skill provides patterns, architecture guidance, and tested code examples for building applications with Pydantic AI. When to Use This Skill Invoke this skill when: User asks to build an AI agent, create an LLM-powered app, or mentions Pydantic AI User wants to add tools, capabilities (thinking, web search), or structured output to an agent User asks to define agents from YAML/JSON specs or use template strings User wants to stream agent events, delegate between agents, or test agent behavior Code imports pydantic_ai or references Pydantic AI classes (Agent, RunContext, Tool) User asks about hooks, lifecycle interception, or agent observability with Logfire The agent design includes optional instructions, specialist workflows, long-tail tools, or any context the model does not need on most turns
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