Code
cookbook/models/groq/structured_output.py
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from typing import List
from agno.agent import Agent, RunOutput # noqa
from agno.models.groq import Groq
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!"
)
json_mode_agent = Agent(
model=Groq(id="llama-3.3-70b-versatile"),
description="You help people write movie scripts.",
output_schema=MovieScript,
use_json_mode=True,
)
# Get the response in a variable
run: RunOutput = json_mode_agent.run("New York")
pprint(run.content)
# json_mode_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 GROQ_API_KEY=xxx
3
Install libraries
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pip install -U groq agno
4
Run Agent
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python cookbook/models/groq/structured_output.py