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Agno agents support multimodal input and output using text, image, audio, video and files.

Guides

Image As Input

Analyze and describe images with agents.

Image As Output

Return generated images from agent responses.

Image to Text

Convert input image to text.

OpenAI Image Generation

Generate images with OpenAI tool.

Image Generation

Legacy DalleTools example for image generation.

Image Analysis in Same Run

Legacy DalleTools example for generation and same-run analysis.

Image Analysis in Multi-turn Runs

Legacy DalleTools example for generation and multi-turn analysis.

Image I/O with Fal API

Use input image and Fal API to generate new images.

Image to Structured Output

Convert input image to structured output using Pydantic models.

Generate Image with Intermediate Steps

Legacy DalleTools example with intermediate run events.

High Fidelity Image Analysis

Analyze images with high fidelity.

Image to Audio

Convert input image to audio.

Image input for Tools

Legacy example that passes uploaded and DALL-E-generated images to tools.