> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Team With Agentic Memory

> Demonstrates team-level agentic memory creation and updates during runs.

```python team_with_agentic_memory.py theme={null}
"""
Team With Agentic Memory
========================

Demonstrates team-level agentic memory creation and updates during runs.
"""

from agno.agent import Agent
from agno.db.postgres import PostgresDb
from agno.models.openai import OpenAIResponses
from agno.team import Team

# ---------------------------------------------------------------------------
# Setup
# ---------------------------------------------------------------------------
db_url = "postgresql+psycopg://ai:ai@localhost:5532/ai"
db = PostgresDb(db_url=db_url)
john_doe_id = "john_doe@example.com"

# ---------------------------------------------------------------------------
# Create Members
# ---------------------------------------------------------------------------
agent = Agent(
    model=OpenAIResponses(id="gpt-5-mini"),
)

# ---------------------------------------------------------------------------
# Create Team
# ---------------------------------------------------------------------------
team = Team(
    model=OpenAIResponses(id="gpt-5-mini"),
    members=[agent],
    db=db,
    enable_agentic_memory=True,
)

# ---------------------------------------------------------------------------
# Run Team
# ---------------------------------------------------------------------------
if __name__ == "__main__":
    team.print_response(
        "My name is John Doe and I like to hike in the mountains on weekends.",
        stream=True,
        user_id=john_doe_id,
    )

    team.print_response("What are my hobbies?", stream=True, user_id=john_doe_id)
```

## Run the Example

<Snippet file="create-venv-step.mdx" />

**1. Install dependencies**

```bash theme={null}
uv pip install -U agno "psycopg[binary]" openai sqlalchemy
```

**2. Export your OpenAI API key**

```bash Mac/Linux theme={null}
export OPENAI_API_KEY="your_openai_api_key_here"
```

```bash Windows theme={null}
$Env:OPENAI_API_KEY="your_openai_api_key_here"
```

<Snippet file="run-pgvector-step.mdx" />

**3. Run the example**

Save the code above as `team_with_agentic_memory.py`, then run:

```bash theme={null}
python team_with_agentic_memory.py
```

Full source: [cookbook/03\_teams/06\_memory/02\_team\_with\_agentic\_memory.py](https://github.com/agno-agi/agno/blob/v3.0.4/cookbook/03_teams/06_memory/02_team_with_agentic_memory.py)


This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.