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

# WhatsApp Agent with Media Support

> WhatsApp agent that analyzes images, videos, and audio using multimodal AI

## Code

```python cookbook/os/interfaces/whatsapp/agent_with_media.py theme={null}
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

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

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

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

## Usage

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

  <Step title="Set Environment Variables">
    ```bash theme={null}
    export WHATSAPP_ACCESS_TOKEN=your_whatsapp_access_token
    export WHATSAPP_PHONE_NUMBER_ID=your_phone_number_id
    export WHATSAPP_WEBHOOK_URL=your_webhook_url
    export WHATSAPP_VERIFY_TOKEN=your_verify_token
    export GOOGLE_API_KEY=your_google_api_key
    export APP_ENV=development
    ```
  </Step>

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

  <Step title="Run Example">
    ```bash theme={null}
    python cookbook/os/interfaces/whatsapp/agent_with_media.py
    ```
  </Step>
</Steps>

## Key Features

* **Multimodal AI**: Gemini Flash for image, video, and audio processing
* **Image Analysis**: Object recognition, scene understanding, text extraction
* **Video Processing**: Content analysis and summarization
* **Audio Support**: Voice message transcription and response
* **Context Integration**: Combines media analysis with conversation history