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pydanticai - Build type-safe AI agents and graph workflows

Build Python AI agents and graph-based workflows with PydanticAI and PydanticGraph, including tools, dependencies, structured output, streaming, testing, and evaluations.

Tags

Updated: 2026-09-30

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Create typed AI agents
  • Define function tools
  • Inject runtime dependencies
  • Configure structured outputs
  • Stream agent responses
  • Build graph state machines
  • Compose multi-agent workflows
  • Test agents and graphs
  • Evaluate agent behavior

Inputs

  • Python project code
  • Agent requirements
  • Model configuration
  • Provider configuration
  • Tool definitions
  • Dependency definitions
  • Graph state definitions
  • Test cases

Outputs

  • Agent implementations
  • Graph workflow implementations
  • Structured agent outputs
  • Streamed response events
  • Test results
  • Evaluation results

Requirements

  • Python 3.10 or later
  • pydantic-ai or pydantic-ai-slim package
  • Supported model provider
  • Model access credentials

Source

  • Spec: SKILL.md
Python
AI agents
PydanticAI
PydanticGraph
typed workflows
graph state machines
structured output
multi-agent systems
testing
evaluation
Create typed AI agents
Define function tools
Inject runtime dependencies
Configure structured outputs
Python project code
Agent requirements
Model configuration
Agent implementations
Graph workflow implementations
Structured agent outputs