DB - Agno

Anthropic retired claude-sonnet-4-20250514 on June 15, 2026. Replace it with claude-sonnet-4-6 before running. See Claude model deprecations.

db.py

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

from agno.agent import Agent
from agno.db.postgres import PostgresDb
from agno.models.anthropic import Claude
from agno.tools.websearch import WebSearchTools

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

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

agent = Agent(
    model=Claude(id="claude-sonnet-4-20250514"),
    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?")

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

if __name__ == "__main__":
    pass

Run the Example

Set up your virtual environment

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

uv venv --python 3.12
.venv\Scripts\activate

Install dependencies

uv pip install -U agno "psycopg[binary]" anthropic ddgs sqlalchemy

Export your Anthropic API key

export ANTHROPIC_API_KEY="your_anthropic_api_key_here"

$Env:ANTHROPIC_API_KEY="your_anthropic_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

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

Update the Claude model

Replace claude-sonnet-4-20250514 with claude-sonnet-4-6 in the saved file.

Run the example

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

python db.py

Full source: cookbook/90_models/anthropic/db.py

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