> ## 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.

# ZDR Reasoning Agent

> Run o4-mini with store=False and reasoning_summary="auto", keeping multi-turn context in an InMemoryDb for Zero Data Retention.

An example of using OpenAI Responses with reasoning features and ZDR mode enabled.

```python zdr_reasoning_agent.py theme={null}
"""
An example of using OpenAI Responses with reasoning features and ZDR mode enabled.

Read more about ZDR mode here: https://openai.com/enterprise-privacy/.
"""

from agno.agent import Agent
from agno.db.in_memory import InMemoryDb
from agno.models.openai import OpenAIResponses

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

agent = Agent(
    name="ZDR Compliant Agent",
    session_id="zdr_demo_session",
    model=OpenAIResponses(
        id="o4-mini",
        store=False,
        reasoning_summary="auto",  # Requesting a reasoning summary
    ),
    instructions="You are a helpful AI assistant operating in Zero Data Retention mode for maximum privacy and compliance.",
    db=InMemoryDb(),
    add_history_to_context=True,
    stream=True,
)

agent.print_response("What's the largest country in Europe by area?")
agent.print_response("What's the population of that country?")
agent.print_response("What's the population density per square kilometer?")

# ---------------------------------------------------------------------------
# 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 openai
    ```
  </Step>

  <Step title="Export your OpenAI API key">
    <CodeGroup>
      ```bash Mac/Linux theme={null}
      export OPENAI_API_KEY="your_openai_api_key_here"
      ```

      ```bash Windows theme={null}
      $Env:OPENAI_API_KEY="your_openai_api_key_here"
      ```
    </CodeGroup>
  </Step>

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

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

Full source: [cookbook/90\_models/openai/responses/zdr\_reasoning\_agent.py](https://github.com/agno-agi/agno/blob/main/cookbook/90_models/openai/responses/zdr_reasoning_agent.py)