​
Code

cookbook/tools/reasoning_tools.py
from agno.agent import Agent
from agno.tools.reasoning import ReasoningTools

agent = Agent(
    instructions=[
        "You are a logical reasoning assistant that breaks down complex problems",
        "Use step-by-step thinking to analyze situations thoroughly",
        "Apply structured reasoning to reach well-founded conclusions",
    ],
    tools=[ReasoningTools()],
    markdown=True,
)

agent.print_response("Analyze the pros and cons of remote work for software developers")

​
Usage

1

Create a virtual environment

Open the Terminal and create a python virtual environment.
python3 -m venv .venv
source .venv/bin/activate
2

Set your API key

export OPENAI_API_KEY=xxx
3

Install libraries

pip install -U openai agno
4

Run Agent

python cookbook/tools/reasoning_tools.py