Demo Qwen 2.5 32B

Groq retired the source's Qwen-2.5-32b model in April 2025. Replace it with qwen/qwen3.6-27b. See Groq deprecations.

demo_qwen_2_5_32B.py

"""Run `uv pip install ddgs sqlalchemy pgvector pypdf openai groq` to install dependencies."""

from agno.agent import Agent
from agno.knowledge.knowledge import Knowledge
from agno.models.groq import Groq
from agno.vectordb.pgvector import PgVector

# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------

db_url = "postgresql+psycopg://ai:ai@localhost:5532/ai"

knowledge = Knowledge(
    vector_db=PgVector(table_name="recipes", db_url=db_url),
)
# Add content to the knowledge
knowledge.insert(url="https://agno-public.s3.amazonaws.com/recipes/ThaiRecipes.pdf")

agent = Agent(model=Groq(id="Qwen-2.5-32b"), knowledge=knowledge)
agent.print_response("How to make Thai curry?", markdown=True)

# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------

if __name__ == "__main__":
    pass

Run the Example

Set up your virtual environment

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

Install dependencies

uv pip install -U agno "psycopg[binary]" beautifulsoup4 groq openai pgvector pypdf sqlalchemy

Export your API keys

export GROQ_API_KEY="your_groq_api_key_here"
export OPENAI_API_KEY="your_openai_api_key_here"

Run PgVector

docker run -d \
  -e POSTGRES_DB=ai \
  -e POSTGRES_USER=ai \
  -e POSTGRES_PASSWORD=ai \
  -e PGDATA=/var/lib/postgresql \
  -v pgvolume:/var/lib/postgresql \
  -p 5532:5432 \
  --name pgvector \
  agnohq/pgvector:18

Replace Qwen 2.5 32B

Replace Qwen-2.5-32b with qwen/qwen3.6-27b in the saved file.

Run the example

Save the code above as demo_qwen_2_5_32B.py, then run:

python demo_qwen_2_5_32B.py

Full source: cookbook/90_models/groq/reasoning/demo_qwen_2_5_32B.py