> ## Documentation Index
> Fetch the complete documentation index at: https://phidatainc.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Ollama Reasoning Tools

> Local Llama 3.2 via Ollama uses ReasoningTools and web search for an NVDA vs TSLA report.

```python ollama_reasoning_tools.py theme={null}
"""
Ollama Reasoning Tools
======================

Demonstrates this reasoning cookbook example.
"""

from agno.agent import Agent
from agno.models.ollama.chat import Ollama
from agno.tools.reasoning import ReasoningTools
from agno.tools.websearch import WebSearchTools


# ---------------------------------------------------------------------------
# Create Example
# ---------------------------------------------------------------------------
def run_example() -> None:
    reasoning_agent = Agent(
        model=Ollama(id="llama3.2:latest"),
        tools=[
            ReasoningTools(
                enable_think=True,
                enable_analyze=True,
                add_instructions=True,
                add_few_shot=True,
            ),
            WebSearchTools(),
        ],
        instructions="Use tables where possible",
        markdown=True,
    )
    reasoning_agent.print_response(
        "Write a report comparing NVDA to TSLA",
        stream=True,
        show_full_reasoning=True,
    )


# ---------------------------------------------------------------------------
# Run Example
# ---------------------------------------------------------------------------
if __name__ == "__main__":
    run_example()
```

## Run the Example

<Steps>
  <Snippet file="create-venv-step.mdx" />

  <Step title="Install dependencies">
    ```bash theme={null}
    uv pip install -U agno ddgs ollama
    ```
  </Step>

  <Step title="Prepare Ollama">
    Install and start Ollama, then pull the model used by this example:

    ```bash theme={null}
    ollama pull llama3.2:latest
    ```
  </Step>

  <Step title="Run the example">
    Save the code above as `ollama_reasoning_tools.py`, then run:

    ```bash theme={null}
    python ollama_reasoning_tools.py
    ```
  </Step>
</Steps>

Full source: [cookbook/10\_reasoning/tools/ollama\_reasoning\_tools.py](https://github.com/agno-agi/agno/blob/main/cookbook/10_reasoning/tools/ollama_reasoning_tools.py)