Gemini with Reasoning Tools

Use Gemini 2.5 Pro with ReasoningTools and YFinanceTools to compare NVDA and TSLA.

Add the following code to your Python file

gemini_reasoning_tools.py
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"),
    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
)

Set up your virtual environment

uv venv --python 3.12
source .venv/bin/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"

Run Agent

python gemini_reasoning_tools.py