> ## Documentation Index
> Fetch the complete documentation index at: https://docs-v1.agno.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Agent with Tools

## Code

```python cookbook/models/vllm/tool_use.py theme={null}
from agno.agent import Agent
from agno.models.vllm import vLLM
from agno.tools.duckduckgo import DuckDuckGoTools

agent = Agent(
    model=vLLM(
        id="NousResearch/Nous-Hermes-2-Mistral-7B-DPO", top_k=20, enable_thinking=False
    ),
    tools=[DuckDuckGoTools()],
    show_tool_calls=True,
    markdown=True,
)
agent.print_response("Whats happening in France?", stream=True)
```

## Usage

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

  <Step title="Install Libraries">
    ```bash theme={null}
    pip install -U agno openai vllm duckduckgo-search
    ```
  </Step>

  <Step title="Start vLLM server">
    ```bash theme={null}
    vllm serve NousResearch/Nous-Hermes-2-Mistral-7B-DPO \
        --enable-auto-tool-choice \
        --tool-call-parser hermes \
        --dtype float16 \
        --max-model-len 8192 \
        --gpu-memory-utilization 0.9
    ```
  </Step>

  <Step title="Run Agent">
    ```bash theme={null}
    python cookbook/models/vllm/tool_use.py
    ```
  </Step>
</Steps>