Code Generation

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

   Mac

   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