basic_reasoning.py
Run the Example
1
Set up your virtual environment
2
Install dependencies
3
Export your OpenAI API key
4
Run the example
Save the code above as
basic_reasoning.py, then run:Documentation Index
Fetch the complete documentation index at: /llms.txt
Use this file to discover all available pages before exploring further.
Enable reasoning=True with step bounds, then stream the full reasoning trace.
"""
Basic Reasoning
=============================
Basic Reasoning.
"""
from agno.agent import Agent
from agno.models.openai import OpenAIResponses
# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------
reasoning_agent = Agent(
name="Reasoning Agent",
model=OpenAIResponses(id="gpt-5.2"),
reasoning=True,
reasoning_min_steps=2,
reasoning_max_steps=6,
)
# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------
if __name__ == "__main__":
reasoning_agent.print_response(
"A bat and ball cost $1.10 total. The bat costs $1.00 more than the ball."
" How much does the ball cost?",
stream=True,
show_full_reasoning=True,
)
Set up your virtual environment
uv venv --python 3.12
source .venv/bin/activate
uv venv --python 3.12
.venv\Scripts\activate
Install dependencies
uv pip install -U agno openai
Export your OpenAI API key
export OPENAI_API_KEY="your_openai_api_key_here"
$Env:OPENAI_API_KEY="your_openai_api_key_here"
Run the example
basic_reasoning.py, then run:python basic_reasoning.py
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