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building-pydantic-ai-agents

Official

Build production AI agents with Pydantic AI

Software Engineering#testing#ai agents#tool calling#streaming#capabilities#structured output#pydantic ai
Authorpydantic
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps you design reliable Pydantic AI agents without guessing which abstraction to use, making it easier to build tool-using, structured, testable, and production-ready GenAI workflows.

Core Features & Use Cases

  • Agent Construction: Create agents with provider-prefixed models, dependency injection, and declarative YAML or JSON specs.
  • Tools and Capabilities: Add function tools, MCP servers, native tools, hooks, reusable capabilities, and deferred capability loading for progressive disclosure.
  • Output and Streaming: Produce structured outputs, stream events or final text, and choose the right run method for interactive or batch workloads.
  • Testing and Debugging: Validate behavior with TestModel, FunctionModel, captured run messages, and Logfire observability.
  • Use Case: Build a customer-support agent that searches the web, calls internal tools, streams progress to a UI, and loads specialist workflows only when needed.

Quick Start

Ask for a Pydantic AI agent design that includes tools, structured output, streaming, and test guidance for your specific workflow.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: building-pydantic-ai-agents
Download link: https://github.com/pydantic/pydantic-ai/archive/main.zip#building-pydantic-ai-agents

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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