> ## 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.

# Claude Reasoning Tools

> Claude Sonnet combines ReasoningTools and web search for a semiconductor market analysis.

```python claude_reasoning_tools.py theme={null}
"""
Claude Reasoning Tools
======================

Demonstrates this reasoning cookbook example.
"""

from agno.agent import Agent
from agno.models.anthropic import Claude
from agno.tools.reasoning import ReasoningTools
from agno.tools.websearch import WebSearchTools


# ---------------------------------------------------------------------------
# Create Example
# ---------------------------------------------------------------------------
def run_example() -> None:
    reasoning_agent = Agent(
        model=Claude(id="claude-sonnet-4-20250514"),
        tools=[
            ReasoningTools(add_instructions=True),
            WebSearchTools(enable_news=False),
        ],
        instructions="Use tables to display data.",
        markdown=True,
    )

    # Semiconductor market analysis example
    reasoning_agent.print_response(
        """\
        Analyze the semiconductor market performance focusing on:
        - NVIDIA (NVDA)
        - AMD (AMD)
        - Intel (INTC)
        - Taiwan Semiconductor (TSM)
        Compare their market positions, growth metrics, and future outlook.""",
        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 anthropic ddgs
```

**2. Export your Anthropic API key**

```bash Mac/Linux theme={null}
export ANTHROPIC_API_KEY="your_anthropic_api_key_here"
```

```bash Windows theme={null}
$Env:ANTHROPIC_API_KEY="your_anthropic_api_key_here"
```

**3. Run the example**

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

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

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


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