> ## Documentation Index
> Fetch the complete documentation index at: https://docs.agno.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Market Brief with FinanceTools

> The simplest finance agent: one toolkit, no API key.

```python market_brief.py theme={null}
"""
Market Brief with FinanceTools
==============================
The simplest finance agent: one toolkit, no API key.

`FinanceTools()` defaults to the Yahoo Finance provider (via `yfinance`) and
registers the seven "market brief" tools: search_symbols, get_quote,
get_price_history, get_company_profile, get_key_metrics, get_news and
get_analyst_recommendations. Every tool returns the same JSON shape no matter
which provider is behind it, so the agent code never changes when you swap
providers (see 03_swap_provider.py).

Prompts to try:
- "Give me a market brief on NVIDIA"
- "How has AMD traded over the last 3 months?"
- "What do analysts think about Tesla right now?"

Run: pip install yfinance
"""

from agno.agent import Agent
from agno.tools.finance import FinanceTools

# ---------------------------------------------------------------------------
# Create the Agent
# ---------------------------------------------------------------------------
agent = Agent(
    name="Finance Agent",
    model="openai:gpt-5.6",
    tools=[FinanceTools()],
    instructions="Lead with the answer, then show the evidence.",
    markdown=True,
)

# ---------------------------------------------------------------------------
# Run the Agent
# ---------------------------------------------------------------------------
if __name__ == "__main__":
    agent.print_response("Give me a market brief on NVIDIA", stream=True)
```

## Run the Example

<Steps>
  <Snippet file="create-venv-step.mdx" />

  <Step title="Install dependencies">
    ```bash theme={null}
    uv pip install -U agno yfinance
    ```
  </Step>

  <Step title="Export your API keys">
    <CodeGroup>
      ```bash Mac/Linux theme={null}
      export FINANCIAL_DATASETS_API_KEY="your_financial_datasets_api_key_here"
      ```

      ```bash Windows theme={null}
      $Env:FINANCIAL_DATASETS_API_KEY="your_financial_datasets_api_key_here"
      ```
    </CodeGroup>
  </Step>

  <Step title="Run the example">
    Save the code above as `market_brief.py`, then run:

    ```bash theme={null}
    python market_brief.py
    ```
  </Step>
</Steps>

Full source: [cookbook/91\_tools/finance/01\_market\_brief.py](https://github.com/agno-agi/agno/blob/v3.0.4/cookbook/91_tools/finance/01_market_brief.py)