Ollama Demo Qwen

Build an NVDA stock report with Qwen3 on Ollama using YFinanceTools.

demo_qwen.py
"""
Ollama Demo Qwen
================

Cookbook example for `ollama/chat/demo_qwen.py`.
"""

from agno.agent import Agent
from agno.models.ollama import Ollama
from agno.tools.yfinance import YFinanceTools

# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------

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

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

# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------

if __name__ == "__main__":
    pass

Run the Example

Set up your virtual environment

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

Install dependencies

uv pip install -U agno ollama yfinance

Select the local Ollama server

In the shell used for the pull commands and Python example, clear a previous cloud key and point native clients and embeddings at your local server:

unset OLLAMA_API_KEY
export OLLAMA_HOST="http://localhost:11434"

Without this reset, OLLAMA_API_KEY makes Agno's default Ollama model route to https://ollama.com even when OLLAMA_HOST points locally. Keep a local Ollama server running for the following steps.

Prepare Ollama

Install and start Ollama, then pull the model used by this example:

ollama pull qwen3:8b

Run the example

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

python demo_qwen.py

Full source: cookbook/90_models/ollama/chat/demo_qwen.py