> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Groq Finance Agent

> Write a stock report with DeepSeek R1 Distill on Groq and YFinance tools.

> [!WARNING]
>
> Groq retired `deepseek-r1-distill-llama-70b-specdec` on March 24, 2025. Replace it with `openai/gpt-oss-120b`. See [Groq deprecations](https://console.groq.com/docs/deprecations).

```python finance_agent.py theme={null}
"""
Groq Finance Agent
==================

Cookbook example for `groq/reasoning/finance_agent.py`.
"""

from agno.agent import Agent
from agno.models.groq import Groq
from agno.tools.yfinance import YFinanceTools

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

# Create an Agent with Groq and YFinanceTools
finance_agent = Agent(
    model=Groq(id="deepseek-r1-distill-llama-70b-specdec"),
    tools=[YFinanceTools()],
    description="You are an investment analyst with deep expertise in market analysis",
    instructions=[
        "Use tables to display data where possible.",
        "Always call the tool before you answer.",
    ],
    add_datetime_to_context=True,
    markdown=True,
)

# Example usage
finance_agent.print_response(
    "Write a report on NVDA with stock price, analyst recommendations, and stock fundamentals.",
    stream=True,
)

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

if __name__ == "__main__":
    pass
```

## Run the Example

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

**1. Install dependencies**

```bash theme={null}
uv pip install -U agno groq yfinance
```

**2. Export your Groq API key**

```bash Mac/Linux theme={null}
export GROQ_API_KEY="your_groq_api_key_here"
```

```bash Windows theme={null}
$Env:GROQ_API_KEY="your_groq_api_key_here"
```

**3. Replace DeepSeek R1 SpecDec**

Replace `deepseek-r1-distill-llama-70b-specdec` with `openai/gpt-oss-120b` in the saved file.

**4. Run the example**

Save the code above as `finance_agent.py`, then run:

```bash theme={null}
python finance_agent.py
```

Full source: [cookbook/90\_models/groq/reasoning/finance\_agent.py](https://github.com/agno-agi/agno/blob/v3.0.4/cookbook/90_models/groq/reasoning/finance_agent.py)


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