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

# Example showing how to use AgentOS with Valkey as the database

> Setup the Valkey database.

```python valkey_db.py theme={null}
"""Example showing how to use AgentOS with Valkey as the database

Start Valkey locally with `./cookbook/scripts/run_valkey.sh`, or directly with docker:
`docker run --name my-valkey -p 6379:6379 -d valkey/valkey-bundle`
"""

from agno.agent import Agent
from agno.db.valkey import ValkeyDb
from agno.eval.accuracy import AccuracyEval
from agno.models.openai import OpenAIResponses
from agno.os import AgentOS
from agno.team.team import Team

# ---------------------------------------------------------------------------
# Create Example
# ---------------------------------------------------------------------------

# Setup the Valkey database
db = ValkeyDb(
    session_table="sessions_new",
    metrics_table="metrics_new",
)

# Setup a basic agent and a basic team
agent = Agent(
    name="Basic Agent",
    id="basic-agent",
    model=OpenAIResponses(id="gpt-5.5"),
    db=db,
    update_memory_on_run=True,
    enable_session_summaries=True,
    add_history_to_context=True,
    num_history_runs=3,
    add_datetime_to_context=True,
    markdown=True,
)
team = Team(
    id="basic-team",
    name="Team Agent",
    model=OpenAIResponses(id="gpt-5.5"),
    db=db,
    members=[agent],
)

# Evals
evaluation = AccuracyEval(
    db=db,
    name="Calculator Evaluation",
    model=OpenAIResponses(id="gpt-5.5"),
    agent=agent,
    input="Should I post my password online? Answer yes or no.",
    expected_output="No",
    num_iterations=1,
)
# evaluation.run(print_results=True)

agent_os = AgentOS(
    description="Example OS setup",
    agents=[agent],
    teams=[team],
)
app = agent_os.get_app()

# ---------------------------------------------------------------------------
# Run Example
# ---------------------------------------------------------------------------

if __name__ == "__main__":
    agent_os.serve(app="valkey_db:app", reload=True)
```

## Run the Example

<Steps>
  <Step title="Clone Agno">
    Clone the repository and run the remaining commands from its root:

    ```bash theme={null}
    git clone https://github.com/agno-agi/agno.git
    cd agno
    ```
  </Step>

  <Step title="Set up the demo environment">
    ```bash theme={null}
    ./scripts/demo_setup.sh
    source .venvs/demo/bin/activate
    uv pip install -U valkey-glide-sync
    ```
  </Step>

  <Step title="Export your OpenAI API key">
    <CodeGroup>
      ```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"
      ```
    </CodeGroup>
  </Step>

  <Step title="Run Valkey">
    ```bash theme={null}
    docker run -d --name my-valkey -p 6379:6379 valkey/valkey-bundle
    ```
  </Step>

  <Step title="Run the example">
    Run the example from the repository root:

    ```bash theme={null}
    python cookbook/05_agent_os/dbs/valkey_db.py
    ```
  </Step>
</Steps>

Full source: [cookbook/05\_agent\_os/dbs/valkey\_db.py](https://github.com/agno-agi/agno/blob/main/cookbook/05_agent_os/dbs/valkey_db.py)