Agent with Structured Outputs

Code

1from typing import List
2
3from kern.agent import Agent, RunOutput # noqa
4from kern.models.aws import AwsBedrock
5from pydantic import BaseModel, Field
6from rich.pretty import pprint # noqa
7
8class MovieScript(BaseModel):
9 setting: str = Field(
10 ..., description="Provide a nice setting for a blockbuster movie."
11 )
12 ending: str = Field(
13 ...,
14 description="Ending of the movie. If not available, provide a happy ending.",
15 )
16 genre: str = Field(
17 ...,
18 description="Genre of the movie. If not available, select action, thriller or romantic comedy.",
19 )
20 name: str = Field(..., description="Give a name to this movie")
21 characters: List[str] = Field(..., description="Name of characters for this movie.")
22 storyline: str = Field(
23 ..., description="3 sentence storyline for the movie. Make it exciting!"
24 )
25
26movie_agent = Agent(
27 model=AwsBedrock(id="mistral.mistral-large-2402-v1:0"),
28 description="You help people write movie scripts.",
29 output_schema=MovieScript,
30)
31
32# Get the response in a variable
33# movie_agent: RunOutput = movie_agent.run("New York")
34# pprint(movie_agent.content)
35
36movie_agent.print_response("New York")

Usage

Set up your virtual environment

1uv venv --python 3.12
2source .venv/bin/activate
1uv venv --python 3.12
2.venv\Scripts\activate

Set your AWS Credentials

1export AWS_ACCESS_KEY_ID=***
2export AWS_SECRET_ACCESS_KEY=***
3export AWS_REGION=***

Install dependencies

1uv pip install -U boto3 kern-ai

Run Agent

1python structured_output.py