Reasoning Agent

Pair a Groq reasoning model with a Groq response model to answer step by step.

Code

reasoning_agent.py

from agno.agent import Agent
from agno.models.groq import Groq

# Create a reasoning agent that uses:
# - `deepseek-r1-distill-llama-70b` as the reasoning model
# - `openai/gpt-oss-120b` to generate the final response
reasoning_agent = Agent(
    model=Groq(id="openai/gpt-oss-120b"),
    reasoning_model=Groq(
        id="deepseek-r1-distill-llama-70b", temperature=0.6, max_tokens=1024, top_p=0.95
    ),
)

# Prompt the agent to solve the problem
reasoning_agent.print_response("Is 9.11 bigger or 9.9?", stream=True)

Usage

1. Set up your virtual environment

   Mac

   uv venv --python 3.12
   source .venv/bin/activate
   
2. Set your API key

   export GROQ_API_KEY=xxx
   
3. Install dependencies

   uv pip install -U groq agno
   
4. Run Agent

   Save the code above as reasoning_agent.py, then run:

   python reasoning_agent.py