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"""
04 Agent With Reasoning Tools Tracing
=====================================

Demonstrates 04 agent with reasoning tools tracing.
"""

from textwrap import dedent

from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.openai import OpenAIChat
from agno.os import AgentOS
from agno.tools.reasoning import ReasoningTools

# ---------------------------------------------------------------------------
# Create Example
# ---------------------------------------------------------------------------

db_sqlite = SqliteDb(db_file="tmp/traces.db")

reasoning_agent = Agent(
    model=OpenAIChat(id="gpt-4o"),
    tools=[ReasoningTools(add_instructions=True)],
    instructions=dedent("""\
        You are an expert problem-solving assistant with strong analytical skills! 

        Your approach to problems:
        1. First, break down complex questions into component parts
        2. Clearly state your assumptions
        3. Develop a structured reasoning path
        4. Consider multiple perspectives
        5. Evaluate evidence and counter-arguments
        6. Draw well-justified conclusions

        When solving problems:
        - Use explicit step-by-step reasoning
        - Identify key variables and constraints
        - Explore alternative scenarios
        - Highlight areas of uncertainty
        - Explain your thought process clearly
        - Consider both short and long-term implications
        - Evaluate trade-offs explicitly

        For quantitative problems:
        - Show your calculations
        - Explain the significance of numbers
        - Consider confidence intervals when appropriate
        - Identify source data reliability

        For qualitative reasoning:
        - Assess how different factors interact
        - Consider psychological and social dynamics
        - Evaluate practical constraints
        - Address value considerations
        \
    """),
    add_datetime_to_context=True,
    stream_events=True,
    markdown=True,
    db=db_sqlite,
)

# Setup our AgentOS app
agent_os = AgentOS(
    description="Example app for reasoning agent with tracing",
    agents=[reasoning_agent],
    tracing=True,
)
app = agent_os.get_app()

# ---------------------------------------------------------------------------
# Run Example
# ---------------------------------------------------------------------------

if __name__ == "__main__":
    """Run your AgentOS.

    You can see the configuration and available apps at:
    http://localhost:7777/config

    """
    agent_os.serve(app="04_agent_with_reasoning_tools_tracing:app", reload=True)

​
Run the Example

# Clone and setup repo
git clone https://github.com/agno-agi/agno.git
cd agno/cookbook/05_agent_os/tracing

# Create and activate virtual environment
./scripts/demo_setup.sh
source .venvs/demo/bin/activate

python 04_agent_with_reasoning_tools_tracing.py