> ## 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.

# OpenAI Reasoning Tools

> GPT-4o combines few-shot ReasoningTools with web search to compare NVDA and TSLA.

```python openai_reasoning_tools.py theme={null}
"""
Openai Reasoning Tools
======================

Demonstrates this reasoning cookbook example.
"""

from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools.reasoning import ReasoningTools
from agno.tools.websearch import WebSearchTools


# ---------------------------------------------------------------------------
# Create Example
# ---------------------------------------------------------------------------
def run_example() -> None:
    reasoning_agent = Agent(
        model=OpenAIChat(id="gpt-4o"),
        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 openai
    ```
  </Step>

  <Step title="Export your OpenAI API key">
    <CodeGroup>
      ```bash Mac/Linux theme={null}
      export OPENAI_API_KEY="your_openai_api_key_here"
      ```

      ```bash Windows theme={null}
      $Env:OPENAI_API_KEY="your_openai_api_key_here"
      ```
    </CodeGroup>
  </Step>

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

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

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