> ## 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.

# Agent With Media

> Handle media messages on WhatsApp with a Gemini agent and SQLite session history.

```python agent_with_media.py theme={null}
"""
Agent With Media
================

Demonstrates agent with media.
"""

from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.google import Gemini
from agno.os.app import AgentOS
from agno.os.interfaces.whatsapp import Whatsapp

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

agent_db = SqliteDb(db_file="tmp/persistent_memory.db")
media_agent = Agent(
    name="Media Agent",
    model=Gemini(id="gemini-3.5-flash"),
    db=agent_db,
    add_history_to_context=True,
    num_history_runs=3,
    add_datetime_to_context=True,
    markdown=True,
)

# Setup our AgentOS app
agent_os = AgentOS(
    agents=[media_agent],
    interfaces=[Whatsapp(agent=media_agent)],
)
app = agent_os.get_app()


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

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

## Run the Example

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

  <Step title="Install dependencies">
    ```bash theme={null}
    uv pip install -U "agno[os]" google-genai
    ```
  </Step>

  <Step title="Export environment variables">
    <CodeGroup>
      ```bash Mac/Linux theme={null}
      export GOOGLE_API_KEY="your_google_api_key_here"
      export WHATSAPP_ACCESS_TOKEN="your_whatsapp_access_token_here"
      export WHATSAPP_APP_SECRET="your_whatsapp_app_secret_here"
      export WHATSAPP_PHONE_NUMBER_ID="your_whatsapp_phone_number_id_here"
      export WHATSAPP_VERIFY_TOKEN="your_whatsapp_verify_token_here"
      ```

      ```bash Windows theme={null}
      $Env:GOOGLE_API_KEY="your_google_api_key_here"
      $Env:WHATSAPP_ACCESS_TOKEN="your_whatsapp_access_token_here"
      $Env:WHATSAPP_APP_SECRET="your_whatsapp_app_secret_here"
      $Env:WHATSAPP_PHONE_NUMBER_ID="your_whatsapp_phone_number_id_here"
      $Env:WHATSAPP_VERIFY_TOKEN="your_whatsapp_verify_token_here"
      ```
    </CodeGroup>
  </Step>

  <Step title="Expose the server">
    Start ngrok for port 7777 and copy its public HTTPS URL. Keep ngrok running:

    ```bash theme={null}
    ngrok http 7777
    ```
  </Step>

  <Step title="Start AgentOS">
    Save the code above as `agent_with_media.py`, then run:

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

    Keep the server running while you configure and verify the webhook.
  </Step>

  <Step title="Configure the webhook">
    Follow [WhatsApp setup](/agent-os/interfaces/whatsapp/setup). In Meta, set the callback URL to `https://<your-ngrok-url>/whatsapp/webhook`, use the same verify token as `WHATSAPP_VERIFY_TOKEN`, and subscribe to the `messages` field. Verify the webhook while AgentOS and ngrok are running.
  </Step>
</Steps>

Full source: [cookbook/05\_agent\_os/interfaces/whatsapp/agent\_with\_media.py](https://github.com/agno-agi/agno/blob/main/cookbook/05_agent_os/interfaces/whatsapp/agent_with_media.py)