> ## Documentation Index
> Fetch the complete documentation index at: https://agno-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](https://agno-v2.mintlify.site/examples/agents/multimodal/audio-input-output.md) | 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](https://agno-v2.mintlify.site/examples/agents/multimodal/audio-sentiment-analysis.md) | Analyze speaker sentiment in a recorded conversation with Gemini, then ask a follow-up question answered from SQLite-backed session history. |
| [Audio Streaming](https://agno-v2.mintlify.site/examples/agents/multimodal/audio-streaming.md) | Stream pcm16 audio from gpt-audio and write the chunks to a WAV file while printing the transcript. |
| [Audio to Text](https://agno-v2.mintlify.site/examples/agents/multimodal/audio-to-text.md) | Transcribe an MP3 conversation with Gemini, labeling each speaker in the output. |
| [Image To Audio](https://agno-v2.mintlify.site/examples/agents/multimodal/image-to-audio.md) | Convert image descriptions to audio output. |
| [Image To Image](https://agno-v2.mintlify.site/examples/agents/multimodal/image-to-image.md) | Transform images using agent-driven processing. |
| [Image To Structured Output](https://agno-v2.mintlify.site/examples/agents/multimodal/image-to-structured-output.md) | Extract structured data from images. |
| [Image To Text](https://agno-v2.mintlify.site/examples/agents/multimodal/image-to-text.md) | Pass a local sample.jpg to GPT-5.2 with OpenAIResponses and print a three-sentence story about the image. |
| [Media Input For Tool](https://agno-v2.mintlify.site/examples/agents/multimodal/media-input-for-tool.md) | Example showing how tools can access media (images, videos, audio, files) passed to the agent. |
| [Video Caption](https://agno-v2.mintlify.site/examples/agents/multimodal/video-caption.md) | Generate captions from video content. |


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