Agent with Tools

Code

cookbook/90_models/vllm/tool_use.py

from agno.agent import Agent
from agno.models.vllm import VLLM
from agno.tools.websearch import WebSearchTools

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

Usage

Set up your virtual environment

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

uv venv --python 3.12
.venv\Scripts\activate

Set the API key

export VLLM_API_KEY=xxx

Install Libraries

uv pip install -U agno openai vllm ddgs

Start vLLM server

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

Run Agent

python cookbook/90_models/vllm/tool_use.py

Structured Output Async Agent with Tools

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Agent with Tools

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Usage