Code Generation - Agno

Code

cookbook/11_models/vllm/code_generation.py

from agno.agent import Agent
from agno.models.vllm import VLLM

agent = Agent(
    model=VLLM(id="deepseek-ai/deepseek-coder-6.7b-instruct"),
    description="You are an expert Python developer.",
    markdown=True,
)

agent.print_response(
    "Write a Python function that returns the nth Fibonacci number using dynamic programming."
)

Usage

1

Set up your virtual environment

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

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

2

Install Libraries

uv pip install -U agno openai vllm

3

Start vLLM server

vllm serve deepseek-ai/deepseek-coder-6.7b-instruct \
    --dtype float32 \
    --tool-call-parser pythonic

4

Run Agent

python cookbook/11_models/vllm/code_generation.py