Skip to main content

​
Code

cookbook/reasoning/tools/gemini_reasoning_tools.py
from agno.agent import Agent
from agno.models.google import Gemini
from agno.tools.reasoning import ReasoningTools
from agno.tools.duckduckgo import DuckDuckGoTools

reasoning_agent = Agent(
    model=Gemini(id="gemini-2.5-pro-preview-03-25"),
    tools=[
        ReasoningTools(
            think=True,
            analyze=True,
            add_instructions=True,
        ),
        DuckDuckGoTools(
            search=True,
            news=True,
        ),
    ],
    instructions="Use tables where possible",
    stream_intermediate_steps=True,
    show_tool_calls=True,
    markdown=True,
    debug_mode=True,
)
reasoning_agent.print_response(
    "Write a report on the latest global technology trends and their impact.", show_full_reasoning=True
)

​
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 GOOGLE_API_KEY=xxx
3

Install libraries

pip install -U google-genai agno
4

Run Agent

python cookbook/reasoning/tools/gemini_reasoning_tools.py