OpenAI with Reasoning Tools

Give an OpenAIChat agent ReasoningTools and WebSearchTools to research and write a report comparing NVDA to TSLA.

Add the following code to your Python file

openai_reasoning_tools.py
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools.reasoning import ReasoningTools
from agno.tools.websearch import WebSearchTools

reasoning_agent = Agent(
    model=OpenAIChat(id="gpt-4o"),
    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,
)

Set up your virtual environment

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

Install dependencies

uv pip install -U agno openai ddgs

Export your OpenAI API key

  export OPENAI_API_KEY="your_openai_api_key_here"

Run Agent

python openai_reasoning_tools.py