ZDR Reasoning Agent

Disable Responses application-state storage with store=False while retaining multi-turn context in InMemoryDb.

Use store=False to disable Responses application-state storage while keeping multi-turn context in InMemoryDb.

The source labels this agent ZDR compliant. store=False disables Responses application-state storage; default abuse-monitoring retention can still apply. Zero Data Retention requires prior OpenAI approval and organization or project configuration. See OpenAI data controls.

zdr_reasoning_agent.py

"""
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

1. Set up your virtual environment

   Mac

   uv venv --python 3.12
   source .venv/bin/activate
   
2. Install dependencies

   uv pip install -U agno openai
   
3. Export your OpenAI API key

   Mac/Linux

   export OPENAI_API_KEY="your_openai_api_key_here"
   
4. Run the example

   Save the code above as zdr_reasoning_agent.py, then run:

   python zdr_reasoning_agent.py
   

Full source: cookbook/90_models/openai/responses/zdr_reasoning_agent.py