> ## 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.

# Video Caption Generation

> Demonstrates team-based video caption generation and embedding workflow.

```python video_caption_generation.py theme={null}
"""
Video Caption Generation
========================

Demonstrates team-based video caption generation and embedding workflow.
"""

from agno.agent import Agent
from agno.models.openai import OpenAIResponses
from agno.team import Team
from agno.tools.moviepy_video import MoviePyVideoTools
from agno.tools.openai import OpenAITools

# ---------------------------------------------------------------------------
# Create Members
# ---------------------------------------------------------------------------
video_processor = Agent(
    name="Video Processor",
    role="Handle video processing and audio extraction",
    model=OpenAIResponses(id="gpt-5.2"),
    tools=[MoviePyVideoTools(enable_process_video=True, enable_generate_captions=True)],
    instructions=[
        "Extract audio from videos for processing",
        "Handle video file operations efficiently",
    ],
)

caption_generator = Agent(
    name="Caption Generator",
    role="Generate and embed captions in videos",
    model=OpenAIResponses(id="gpt-5.2"),
    tools=[MoviePyVideoTools(enable_embed_captions=True), OpenAITools()],
    instructions=[
        "Transcribe audio to create accurate captions",
        "Generate SRT format captions with proper timing",
        "Embed captions seamlessly into videos",
    ],
)

# ---------------------------------------------------------------------------
# Create Team
# ---------------------------------------------------------------------------
caption_team = Team(
    name="Video Caption Team",
    members=[video_processor, caption_generator],
    model=OpenAIResponses(id="gpt-5.2"),
    description="Team that generates and embeds captions for videos",
    instructions=[
        "Process videos to generate captions in this sequence:",
        "1. Extract audio from the video using extract_audio",
        "2. Transcribe the audio using transcribe_audio",
        "3. Generate SRT captions using create_srt",
        "4. Embed captions into the video using embed_captions",
    ],
    markdown=True,
)

# ---------------------------------------------------------------------------
# Run Team
# ---------------------------------------------------------------------------
if __name__ == "__main__":
    caption_team.print_response(
        "Generate captions for {video with location} and embed them in the video"
    )
```

## Run the Example

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

  <Step title="Install dependencies">
    ```bash theme={null}
    uv pip install -U agno moviepy openai
    ```
  </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="Set the video path">
    Replace `{video with location}` in the prompt with the path to a local video file.
  </Step>

  <Step title="Run the example">
    Save the code above as `video_caption_generation.py`, then run:

    ```bash theme={null}
    python video_caption_generation.py
    ```
  </Step>
</Steps>

Full source: [cookbook/03\_teams/19\_multimodal/video\_caption\_generation.py](https://github.com/agno-agi/agno/blob/main/cookbook/03_teams/19_multimodal/video_caption_generation.py)