> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2.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-5.6-luna"),
        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

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

**1. Install dependencies**

```bash theme={null}
uv pip install -U agno ddgs openai
```

**2. Export your OpenAI API key**

```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"
```

**3. Run the example**

Save the code above as `openai_reasoning_tools.py`, then run:

```bash theme={null}
python openai_reasoning_tools.py
```

Full source: [cookbook/10\_reasoning/tools/openai\_reasoning\_tools.py](https://github.com/agno-agi/agno/blob/v3.0.4/cookbook/10_reasoning/tools/openai_reasoning_tools.py)


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