​
Code

cookbook/models/ollama/demo_qwen.py
from agno.agent import Agent
from agno.models.ollama import Ollama
from agno.tools.yfinance import YFinanceTools

agent = Agent(
    model=Ollama(id="qwen3:8b"),
    tools=[
        YFinanceTools(
            stock_price=True,
            analyst_recommendations=True,
            company_info=True,
            company_news=True,
        ),
    ],
    instructions="Use tables to display data.",
)

agent.print_response("Write a report on NVDA", stream=True, markdown=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

Install Ollama

Follow the Ollama installation guide and run:
ollama pull qwen3:8b
3

Install libraries

pip install -U ollama agno
4

Run Agent

python cookbook/models/ollama/demo_qwen.py