Ollama with Reasoning Tools

1. Add the following code to your Python file

   ollama_reasoning_tools.py

   from agno.agent import Agent
   from agno.models.ollama.chat import Ollama
   from agno.tools.hackernews import HackerNewsTools
   from agno.tools.reasoning import ReasoningTools
   
   reasoning_agent = Agent(
       model=Ollama(id="llama3.2:latest"),
       tools=[
           ReasoningTools(
               think=True,
               analyze=True,
               add_instructions=True,
               add_few_shot=True,
           ),
           HackerNewsTools(),
       ],
       instructions="Use tables where possible",
       markdown=True,
   )
   reasoning_agent.print_response(
       "Write a report comparing NVDA to TSLA",
       stream=True,
       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 ollama ddgs
   
4. Run Agent

   python ollama_reasoning_tools.py