Utility model for quickly testing apps built with Pydantic AI.
Here's a minimal example:
from pydantic_ai import Agent
from pydantic_ai.models.test import TestModel
my_agent = Agent('openai:gpt-5', instructions='...')
async def test_my_agent():
"""Unit test for my_agent, to be run by pytest."""
m = TestModel()
with my_agent.override(model=m):
result = await my_agent.run('Testing my agent...')
assert result.output == 'success (no tool calls)'
assert m.last_model_request_parameters.function_tools == []See Unit testing with TestModel for detailed documentation.
::: pydantic_ai.models.test