from agno.agent import Agent
from agno.models.google import Gemini
from agno.tools.reasoning import ReasoningTools
from agno.tools.yfinance import YFinanceTools
reasoning_agent = Agent(
model=Gemini(id="gemini-2.5-pro-preview-03-25"),
tools=[
ReasoningTools(
think=True,
analyze=True,
add_instructions=True,
),
YFinanceTools(
stock_price=True,
analyst_recommendations=True,
company_info=True,
company_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 comparing NVDA to TSLA.", show_full_reasoning=True
)
Create a virtual environment
Terminal
and create a python virtual environment.python3 -m venv .venv
source .venv/bin/activate
Set your API key
export GOOGLE_API_KEY=xxx
Install libraries
pip install -U google-genai agno
Run Agent
python cookbook/reasoning/tools/gemini_reasoning_tools.py
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