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This example shows how to use ReasoningTools with a Claude model.

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Code

cookbook/reasoning/tools/claude_reasoning_tools.py
from agno.agent import Agent
from agno.models.anthropic import Claude
from agno.tools.duckduckgo import DuckDuckGoTools
from agno.tools.reasoning import ReasoningTools

reasoning_agent = Agent(
    model=Claude(id="claude-sonnet-4-20250514"),
    tools=[
        ReasoningTools(add_instructions=True),
        DuckDuckGoTools(search=True),
    ],
    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,
    stream_events=True,
)

​
Usage

1

Create a virtual environment

Open the Terminal and create a python virtual environment.
python3 -m venv .venv
source .venv/bin/activate
2

Set your API key

export ANTHROPIC_API_KEY=xxx
3

Install libraries

pip install -U anthropic agno ddgs
4

Run Example

python cookbook/reasoning/tools/claude_reasoning_tools.py