Documentation Index
Fetch the complete documentation index at: https://spacesail.mintlify.app/llms.txt
Use this file to discover all available pages before exploring further.
Code
cookbook/models/vllm/async_basic.py
import asyncio
from agno.agent import Agent
from agno.models.vllm import VLLM
agent = Agent(model=VLLM(id="Qwen/Qwen2.5-7B-Instruct"), markdown=True)
asyncio.run(agent.aprint_response("Share a 2 sentence horror story"))
Usage
Create a virtual environment
Open the Terminal and create a python virtual environment.python3 -m venv .venv
source .venv/bin/activate
Install libraries
pip install -U agno openai vllm
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
Run Agent
python cookbook/models/vllm/async_basic.py