structured_output_with_tools.py
"""
Openai Structured Output With Tools
===================================
Cookbook example for `openai/responses/structured_output_with_tools.py`.
"""
from typing import List
from agno.agent import Agent
from agno.models.openai import OpenAIResponses
from agno.tools.websearch import WebSearchTools
from pydantic import BaseModel, Field
# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------
class MovieScript(BaseModel):
setting: str = Field(
..., description="Provide a nice setting for a blockbuster movie."
)
ending: str = Field(
...,
description="Ending of the movie. If not available, provide a happy ending.",
)
genre: str = Field(
...,
description="Genre of the movie. If not available, select action, thriller or romantic comedy.",
)
name: str = Field(..., description="Give a name to this movie")
characters: List[str] = Field(..., description="Name of characters for this movie.")
storyline: str = Field(
..., description="3 sentence storyline for the movie. Make it exciting!"
)
structured_output_agent = Agent(
model=OpenAIResponses(id="gpt-5-mini"),
tools=[WebSearchTools()],
instructions="Use the tools to get the information you need. You have access to the DuckDuckGo search tools",
description="You write movie scripts.",
output_schema=MovieScript,
)
structured_output_agent.print_response("New York", stream=True)
# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------
if __name__ == "__main__":
pass
Run the Example
1
Set up your virtual environment
uv venv --python 3.12
source .venv/bin/activate
uv venv --python 3.12
.venv\Scripts\activate
2
Install dependencies
uv pip install -U agno ddgs openai
3
Export your OpenAI API key
export OPENAI_API_KEY="your_openai_api_key_here"
$Env:OPENAI_API_KEY="your_openai_api_key_here"
4
Run the example
Save the code above as
structured_output_with_tools.py, then run:python structured_output_with_tools.py