gemini_reasoning_tools.py
Run the Example
1
Set up your virtual environment
2
Install dependencies
3
Export your Google API key
4
Run the example
Save the code above as
gemini_reasoning_tools.py, then run:Documentation Index
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Gemini 2.5 Pro runs think and analyze steps with YFinanceTools for an NVDA vs TSLA report.
"""
Gemini Reasoning Tools
======================
Demonstrates this reasoning cookbook example.
"""
from agno.agent import Agent
from agno.models.google import Gemini
from agno.tools.reasoning import ReasoningTools
from agno.tools.yfinance import YFinanceTools
# ---------------------------------------------------------------------------
# Create Example
# ---------------------------------------------------------------------------
def run_example() -> None:
reasoning_agent = Agent(
model=Gemini(id="gemini-2.5-pro"),
tools=[
ReasoningTools(
enable_think=True,
enable_analyze=True,
),
YFinanceTools(),
],
instructions="Use tables where possible",
stream_events=True,
markdown=True,
)
reasoning_agent.print_response(
"Write a report comparing NVDA to TSLA.", show_full_reasoning=True
)
# ---------------------------------------------------------------------------
# Run Example
# ---------------------------------------------------------------------------
if __name__ == "__main__":
run_example()
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 google-genai yfinance
Export your Google API key
export GOOGLE_API_KEY="your_google_api_key_here"
$Env:GOOGLE_API_KEY="your_google_api_key_here"
Run the example
gemini_reasoning_tools.py, then run:python gemini_reasoning_tools.py
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