​
Code

cookbook/models/ollama/storage.py
from agno.agent import Agent
from agno.models.ollama import Ollama
from agno.storage.agent.postgres import PostgresAgentStorage
from agno.tools.duckduckgo import DuckDuckGoTools

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

agent = Agent(
    model=Ollama(id="llama3.1:8b"),
    storage=PostgresAgentStorage(table_name="agent_sessions", db_url=db_url),
    tools=[DuckDuckGoTools()],
    add_history_to_messages=True,
)
agent.print_response("How many people live in Canada?")
agent.print_response("What is their national anthem called?")

​
Usage

1

Create a virtual environment

Open the Terminal and create a python virtual environment.

2

Install Ollama

Follow the installation guide and run:

ollama pull llama3.1:8b
3

Install libraries

pip install -U ollama sqlalchemy psycopg duckduckgo-search agno
4

Run Agent

Agent with Structured OutputsAgent with Knowledge