Agent with Storage

Code

cookbook/models/azure/openai/db.py

"""Run `pip install ddgs sqlalchemy anthropic` to install dependencies."""

from agno.agent import Agent
from agno.db.postgres import PostgresDb
from agno.models.azure import AzureOpenAI
from agno.tools.duckduckgo import DuckDuckGoTools

# Setup the database
db_url = "postgresql+psycopg://ai:ai@localhost:5532/ai"
db = PostgresDb(db_url=db_url)

agent = Agent(
    model=AzureOpenAI(id="gpt-5-mini"),
    db=db,
    tools=[DuckDuckGoTools()],
    add_history_to_context=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.

   Mac

   python3 -m venv .venv
   source .venv/bin/activate
   
2. Set your API key

   export AZURE_OPENAI_API_KEY=xxx
   export AZURE_OPENAI_ENDPOINT=xxx
   export AZURE_DEPLOYMENT=xxx
   
3. Install libraries

   pip install -U openai sqlalchemy psycopg ddgs agno
   
4. Run PgVector

   docker run -d \
     -e POSTGRES_DB=ai \
     -e POSTGRES_USER=ai \
     -e POSTGRES_PASSWORD=ai \
     -e PGDATA=/var/lib/postgresql/data/pgdata \
     -v pgvolume:/var/lib/postgresql/data \
     -p 5532:5432 \
     --name pgvector \
     agnohq/pgvector:16
   
5. Run Agent

   Mac

   python cookbook/models/azure/openai/db.py