Agent with Storage

Persist an Azure AI Foundry agent's session history to Postgres across runs.

Classic adapter: its SDK is retired. See the migration example.

Code

from agno.agent import Agent
from agno.db.postgres import PostgresDb
from agno.models.azure import AzureAIFoundry
from agno.tools.websearch import WebSearchTools

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

agent = Agent(
    model=AzureAIFoundry(id="Phi-4"),
    db=db,
    tools=[WebSearchTools()],
    add_history_to_context=True,
)
agent.print_response("How many people live in Canada?")
agent.print_response("What is their national anthem called?")

Usage

Set up your virtual environment

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

Set your API key

export AZURE_API_KEY=xxx
export AZURE_ENDPOINT=xxx

Install dependencies

uv pip install -U azure-ai-inference aiohttp ddgs sqlalchemy "psycopg[binary]" agno

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:18

Run Agent

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

python db.py