The TextEncodeZImageOmni node is an advanced conditioning node that encodes a text prompt along with optional reference images into a conditioning format suitable for image generation models. It can process up to three images, optionally encoding them with a vision encoder and/or a VAE to produce reference latents, and integrates these visual references with the text prompt using a specific template structure.

## Inputs

| Parameter | Description | Data Type | Required | Range |
| --- | --- | --- | --- | --- |
| `clip` | The CLIP model used for tokenizing and encoding the text prompt. | CLIP | Yes |  |
| `image_encoder` | An optional vision encoder model. If provided, it will be used to encode the input images, and the resulting embeddings will be added to the conditioning. | CLIPVision | No |  |
| `prompt` | The text prompt to be encoded. This field supports multiline input and dynamic prompts. | STRING | Yes |  |
| `auto_resize_images` | When enabled (default: True), input images will be automatically resized based on their pixel area before being passed to the VAE for encoding. | BOOLEAN | No |  |
| `vae` | An optional VAE model. If provided, it will be used to encode the input images into latent representations, which are added to the conditioning as reference latents. | VAE | No |  |
| `image1` | The first optional reference image. | IMAGE | No |  |
| `image2` | The second optional reference image. | IMAGE | No |  |
| `image3` | The third optional reference image. | IMAGE | No |  |

**Note:** The node can accept a maximum of three images (`image1`, `image2`, `image3`). The `image_encoder` and `vae` inputs are only utilized if at least one image is provided. When `auto_resize_images` is True and a `vae` is connected, images are resized to have a total pixel area close to 1024x1024 before encoding.

## Outputs

| Output Name | Description | Data Type |
| --- | --- | --- |
| `CONDITIONING` | The final conditioning output, which contains the encoded text prompt and may include encoded image embeddings and/or reference latents if images were provided. | CONDITIONING |

> This documentation was AI-generated. If you find any errors or have suggestions for improvement, please feel free to contribute! [Edit on GitHub](https://github.com/Comfy-Org/embedded-docs/blob/main/comfyui_embedded_docs/docs/TextEncodeZImageOmni/en.md)

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