Claude Reasoning Tools

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

claude_reasoning_tools.py
"""
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()

Anthropic retired claude-sonnet-4-20250514 on June 15, 2026. Before running, replace that ID with claude-sonnet-4-6 in the saved program. Keep the ReasoningTools and web-search configuration. See Claude model deprecations.

Run the Example

Set up your virtual environment

uv venv --python 3.12
source .venv/bin/activate

Install dependencies

uv pip install -U agno anthropic ddgs

Export your Anthropic API key

export ANTHROPIC_API_KEY="your_anthropic_api_key_here"

Run the example

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

python claude_reasoning_tools.py

Full source: cookbook/10_reasoning/tools/claude_reasoning_tools.py