Code

cookbook/models/portkey/structured_output.py
from typing import List

from agno.agent import Agent
from agno.models.portkey import Portkey
from pydantic import BaseModel, Field


class MovieScript(BaseModel):
    name: str = Field(..., description="Give a name to this movie")
    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.",
    )
    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 returns a structured output
structured_output_agent = Agent(
    model=Portkey(id="gpt-4o-mini"),
    description="You write movie scripts and return them as structured JSON data.",
    response_model=MovieScript,
)

structured_output_agent.print_response(
    "Create a movie script about llamas ruling the world. "
    "Return a JSON object with: name (movie title), setting, ending, genre, "
    "characters (list of character names), and storyline (3 sentences)."
)

Usage

1

Create a virtual environment

Open the Terminal and create a python virtual environment.
python3 -m venv .venv
source .venv/bin/activate
2

Set your API keys

export PORTKEY_API_KEY=xxx
export PORTKEY_VIRTUAL_KEY=xxx
3

Install libraries

pip install -U agno portkey_ai pydantic
4

Run Agent

python cookbook/models/portkey/structured_output.py