Code
cookbook/models/fireworks/structured_output.py
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from typing import List
from agno.agent import Agent, RunOutput # noqa
from agno.models.fireworks import Fireworks
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
agent = Agent(
model=Fireworks(id="accounts/fireworks/models/llama-v3p1-405b-instruct"),
description="You write movie scripts.",
output_schema=MovieScript,
)
# Get the response in a variable
response: RunOutput = agent.run("New York")
pprint(response.content)
# agent.print_response("New York")
Usage
1
Create a virtual environment
Open the
Terminal
and create a python virtual environment.Copy
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python3 -m venv .venv
source .venv/bin/activate
2
Set your API key
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export FIREWORKS_API_KEY=xxx
3
Install libraries
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pip install -U openai agno
4
Run Agent
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python cookbook/models/fireworks/structured_output.py