Gemini with Reasoning Tools

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

1. 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
   )
   
2. Set up your virtual environment

   Mac

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

   uv venv --python 3.12
   .venv\Scripts\activate
   
3. Install dependencies

   uv pip install -U agno google-genai yfinance
   
4. Export your Google API key

   Mac/Linux

     export GOOGLE_API_KEY="your_google_api_key_here"
   

     $Env:GOOGLE_API_KEY="your_google_api_key_here"
   
5. Run Agent

   python gemini_reasoning_tools.py