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Code

cookbook/11_models/vllm/async_tool_use.py
"""Run `uv pip install` to install dependencies."""

import asyncio

from agno.agent import Agent
from agno.models.vllm import VLLM
from agno.tools.hackernews import HackerNewsTools

agent = Agent(
    model=VLLM(id="Qwen/Qwen2.5-7B-Instruct", top_k=20, enable_thinking=False),
    tools=[HackerNewsTools()],
    markdown=True,
)
asyncio.run(agent.aprint_response("Whats happening in France?", stream=True))

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Usage

1

Set up your virtual environment

uv venv --python 3.12
source .venv/bin/activate
2

Install Libraries

uv pip install -U agno openai vllm
3

Start vLLM server

vllm serve Qwen/Qwen2.5-7B-Instruct \
    --enable-auto-tool-choice \
    --tool-call-parser hermes \
    --dtype float16 \
    --max-model-len 8192 \
    --gpu-memory-utilization 0.9
4

Run Agent

python cookbook/11_models/vllm/async_tool_use.py