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

# Load Workflow from Database

> Fetch a stored workflow from PostgresDb with get_workflow_by_id and run it, with get_workflows shown for listing all.

Demonstrates loading a workflow from the database by ID and running it.

```python get_workflow.py theme={null}
"""
Load Workflow from Database
===========================

Demonstrates loading a workflow from the database by ID and running it.
"""

from agno.db.postgres import PostgresDb
from agno.workflow.workflow import get_workflow_by_id, get_workflows  # noqa: F401

# ---------------------------------------------------------------------------
# Create Database Client
# ---------------------------------------------------------------------------
db = PostgresDb(db_url="postgresql+psycopg://ai:ai@localhost:5532/ai")

# ---------------------------------------------------------------------------
# Run Workflow Load Example
# ---------------------------------------------------------------------------
if __name__ == "__main__":
    workflow = get_workflow_by_id(db=db, id="content-creation-workflow")

    if workflow:
        workflow.print_response(input="AI trends in 2024", markdown=True)
    else:
        print("Workflow not found")

    # You can also get all workflows from the database
    # workflows = get_workflows(db=db)
    # for workflow in workflows:
    #     print(workflow)
```

## Run the Example

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

  <Step title="Install dependencies">
    ```bash theme={null}
    uv pip install -U agno "psycopg[binary]" fastapi openai sqlalchemy
    ```
  </Step>

  <Step title="Export your API keys">
    <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>

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

  <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="Save the workflow">
    Persist the `content-creation-workflow` record before loading it:

    ```bash theme={null}
    python cookbook/93_components/save_workflow.py
    ```
  </Step>

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

    ```bash theme={null}
    python cookbook/93_components/get_workflow.py
    ```
  </Step>
</Steps>

Full source: [cookbook/93\_components/get\_workflow.py](https://github.com/agno-agi/agno/blob/main/cookbook/93_components/get_workflow.py)