> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2-docs-scavio-google-v2.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Claude Structured Output

> Generate a typed MovieScript from Claude on Bedrock with a Pydantic output schema.

```python structured_output.py theme={null}
"""
Aws Structured Output
=====================

Cookbook example for `aws/claude/structured_output.py`.
"""

from typing import List

from agno.agent import Agent, RunOutput  # noqa
from agno.models.aws import Claude
from pydantic import BaseModel, Field
from rich.pretty import pprint  # noqa

# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------


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!"
    )


movie_agent = Agent(
    model=Claude(id="global.anthropic.claude-sonnet-4-5-20250929-v1:0"),
    description="You help people write movie scripts.",
    output_schema=MovieScript,
)

# Get the response in a variable
# movie_agent: RunOutput = movie_agent.run("New York")
# pprint(movie_agent.content)

movie_agent.print_response("New York. Be brief.")

# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------

if __name__ == "__main__":
    pass
```

## Run the Example

<Steps>
  <Snippet file="create-venv-step.mdx" />

  <Step title="Install dependencies">
    ```bash theme={null}
    uv pip install -U agno "anthropic[bedrock]" aioboto3 boto3
    ```
  </Step>

  <Step title="Export environment variables">
    <CodeGroup>
      ```bash Mac/Linux theme={null}
      export AWS_ACCESS_KEY_ID="your_aws_access_key_id_here"
      export AWS_REGION="your_aws_region_here"
      export AWS_SECRET_ACCESS_KEY="your_aws_secret_access_key_here"
      ```

      ```bash Windows theme={null}
      $Env:AWS_ACCESS_KEY_ID="your_aws_access_key_id_here"
      $Env:AWS_REGION="your_aws_region_here"
      $Env:AWS_SECRET_ACCESS_KEY="your_aws_secret_access_key_here"
      ```
    </CodeGroup>
  </Step>

  <Step title="Run the example">
    Save the code above as `structured_output.py`, then run:

    ```bash theme={null}
    python structured_output.py
    ```
  </Step>
</Steps>

Full source: [cookbook/90\_models/aws/claude/structured\_output.py](https://github.com/agno-agi/agno/blob/main/cookbook/90_models/aws/claude/structured_output.py)