Reasoning Summary
Request an automatic reasoning summary from o4-mini while it writes a stock report.
"""
Reasoning Summary
=================
Demonstrates this reasoning cookbook example.
"""
from agno.agent import Agent
from agno.models.openai import OpenAIResponses
from agno.tools.websearch import WebSearchTools
# ---------------------------------------------------------------------------
# Create Example
# ---------------------------------------------------------------------------
def run_example() -> None:
# Setup the reasoning Agent
agent = Agent(
model=OpenAIResponses(
id="o4-mini",
reasoning_summary="auto", # Requesting a reasoning summary
),
tools=[WebSearchTools(enable_news=False)],
instructions="Use tables to display the analysis",
markdown=True,
)
agent.print_response(
"Write a brief report comparing NVDA to TSLA",
stream=True,
)
# ---------------------------------------------------------------------------
# Run Example
# ---------------------------------------------------------------------------
if __name__ == "__main__":
run_example()OpenAI schedules o3-mini and o4-mini for shutdown on October 23, 2026. The provider lifecycle notice lists their replacements. Check the selected replacement's reasoning and service-tier support before changing the source model ID.
Run the Example
Set up your virtual environment
uv venv --python 3.12
source .venv/bin/activateInstall dependencies
uv pip install -U agno ddgs openaiExport your OpenAI API key
export OPENAI_API_KEY="your_openai_api_key_here"Run the example
Save the code above as reasoning_summary.py, then run:
python reasoning_summary.pyFull source: cookbook/10_reasoning/models/openai/reasoning_summary.py