from typing import List
from agno.agent import Agent, RunResponse # noqa
from agno.models.openai import OpenAIResponses
from pydantic import BaseModel, Field
from rich.pretty import pprint # noqa
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!"
)
# Agent that uses JSON mode
json_mode_agent = Agent(
model=OpenAIResponses(id="gpt-4o"),
description="You write movie scripts.",
response_model=MovieScript,
use_json_mode=True,
)
# Agent that uses structured outputs
structured_output_agent = Agent(
model=OpenAIResponses(id="gpt-4o"),
description="You write movie scripts.",
response_model=MovieScript,
)
# Get the response in a variable
# json_mode_response: RunResponse = json_mode_agent.run("New York")
# pprint(json_mode_response.content)
# structured_output_response: RunResponse = structured_output_agent.run("New York")
# pprint(structured_output_response.content)
json_mode_agent.print_response("New York")
structured_output_agent.print_response("New York")
Create a virtual environment
Open the Terminal
and create a python virtual environment.
python3 -m venv .venv
source .venv/bin/activate
Set your API key
export OPENAI_API_KEY=xxx
Install libraries
pip install -U openai agno
Run Agent
python cookbook/models/openai/responses/structured_output.py
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from typing import List
from agno.agent import Agent, RunResponse # noqa
from agno.models.openai import OpenAIResponses
from pydantic import BaseModel, Field
from rich.pretty import pprint # noqa
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!"
)
# Agent that uses JSON mode
json_mode_agent = Agent(
model=OpenAIResponses(id="gpt-4o"),
description="You write movie scripts.",
response_model=MovieScript,
use_json_mode=True,
)
# Agent that uses structured outputs
structured_output_agent = Agent(
model=OpenAIResponses(id="gpt-4o"),
description="You write movie scripts.",
response_model=MovieScript,
)
# Get the response in a variable
# json_mode_response: RunResponse = json_mode_agent.run("New York")
# pprint(json_mode_response.content)
# structured_output_response: RunResponse = structured_output_agent.run("New York")
# pprint(structured_output_response.content)
json_mode_agent.print_response("New York")
structured_output_agent.print_response("New York")
Create a virtual environment
Open the Terminal
and create a python virtual environment.
python3 -m venv .venv
source .venv/bin/activate
Set your API key
export OPENAI_API_KEY=xxx
Install libraries
pip install -U openai agno
Run Agent
python cookbook/models/openai/responses/structured_output.py
Was this page helpful?