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)."
)
Create a virtual environment
Terminal
and create a python virtual environment.python3 -m venv .venv
source .venv/bin/activate
Set your API keys
export PORTKEY_API_KEY=xxx
export PORTKEY_VIRTUAL_KEY=xxx
Install libraries
pip install -U agno portkey_ai pydantic
Run Agent
python cookbook/models/portkey/structured_output.py
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