> ## 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 with Reasoning Tools

> Run Llama 4 Scout on Groq with ReasoningTools and WebSearchTools to compare NVDA and TSLA.

**1. Add the following code to your Python file**

```python groq_llama_finance_agent.py theme={null}
from textwrap import dedent

from agno.agent import Agent
from agno.models.groq import Groq
from agno.tools.reasoning import ReasoningTools
from agno.tools.websearch import WebSearchTools

thinking_llama = Agent(
    model=Groq(id="meta-llama/llama-4-scout-17b-16e-instruct"),
    tools=[
        ReasoningTools(),
        WebSearchTools(),
    ],
    instructions=dedent("""\
    ## General Instructions
    - Always start by using the think tool to map out the steps needed to complete the task.
    - After receiving tool results, use the think tool as a scratchpad to validate the results for correctness
    - Before responding to the user, use the think tool to jot down final thoughts and ideas.
    - Present final outputs in well-organized tables whenever possible.

    ## Using the think tool
    At every step, use the think tool as a scratchpad to:
    - Restate the object in your own words to ensure full comprehension.
    - List the  specific rules that apply to the current request
    - Check if all required information is collected and is valid
    - Verify that the planned action completes the task\
    """),
    markdown=True,
)
thinking_llama.print_response("Write a report comparing NVDA to TSLA", stream=True)
```

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

**2. Install dependencies**

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

**3. 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"
```

**4. Run Agent**

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


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