> ## 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.

# Multimodal

> Examples for image/audio/video processing patterns.

| Example                                                                              | Description                                                                                                                                  |
| ------------------------------------------------------------------------------------ | -------------------------------------------------------------------------------------------------------------------------------------------- |
| [Audio Input Output](/examples/agents/multimodal/audio-input-output)                 | Send a WAV recording to gpt-audio and save the model's spoken reply to tmp/result.wav with write\_audio\_to\_file().                         |
| [Audio Sentiment Analysis](/examples/agents/multimodal/audio-sentiment-analysis)     | Analyze speaker sentiment in a recorded conversation with Gemini, then ask a follow-up question answered from SQLite-backed session history. |
| [Audio Streaming](/examples/agents/multimodal/audio-streaming)                       | Stream pcm16 audio from gpt-audio and write the chunks to a WAV file while printing the transcript.                                          |
| [Audio to Text](/examples/agents/multimodal/audio-to-text)                           | Transcribe an MP3 conversation with Gemini, labeling each speaker in the output.                                                             |
| [Image To Audio](/examples/agents/multimodal/image-to-audio)                         | Convert image descriptions to audio output.                                                                                                  |
| [Image To Image](/examples/agents/multimodal/image-to-image)                         | Transform images using agent-driven processing.                                                                                              |
| [Image To Structured Output](/examples/agents/multimodal/image-to-structured-output) | Extract structured data from images.                                                                                                         |
| [Image To Text](/examples/agents/multimodal/image-to-text)                           | Pass a local sample.jpg to GPT-5.2 with OpenAIResponses and print a three-sentence story about the image.                                    |
| [Media Input For Tool](/examples/agents/multimodal/media-input-for-tool)             | Example showing how tools can access media (images, videos, audio, files) passed to the agent.                                               |
| [Video Caption](/examples/agents/multimodal/video-caption)                           | Generate captions from video content.                                                                                                        |