openai_reasoning_tools.py
Run the Example
1
Set up your virtual environment
2
Install dependencies
3
Export your OpenAI API key
4
Run the example
Save the code above as
openai_reasoning_tools.py, then run:Documentation Index
Fetch the complete documentation index at: /llms.txt
Use this file to discover all available pages before exploring further.
GPT-4o combines few-shot ReasoningTools with web search to compare NVDA and TSLA.
"""
Openai Reasoning Tools
======================
Demonstrates this reasoning cookbook example.
"""
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools.reasoning import ReasoningTools
from agno.tools.websearch import WebSearchTools
# ---------------------------------------------------------------------------
# Create Example
# ---------------------------------------------------------------------------
def run_example() -> None:
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,
)
# ---------------------------------------------------------------------------
# Run Example
# ---------------------------------------------------------------------------
if __name__ == "__main__":
run_example()
Set up your virtual environment
uv venv --python 3.12
source .venv/bin/activate
uv venv --python 3.12
.venv\Scripts\activate
Install dependencies
uv pip install -U agno ddgs openai
Export your OpenAI API key
export OPENAI_API_KEY="your_openai_api_key_here"
$Env:OPENAI_API_KEY="your_openai_api_key_here"
Run the example
openai_reasoning_tools.py, then run:python openai_reasoning_tools.py
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