Code Generation

Code

cookbook/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. Create a virtual environment

   Open the Terminal and create a python virtual environment.

   Mac

   python3 -m venv .venv
   source .venv/bin/activate
   
2. Install Libraries

   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/models/vllm/code_generation.py