# Generate multiple AI image variants

[🤖/image/generate](/docs/robots/image-generate.md) can produce multiple image variants from a single prompt using the `num_outputs` parameter. This demo generates three different variations, allowing you to pick the one that best fits your needs.

Step 1

### Generate images from text prompts

We offer Artificial Intelligence as a service, so you don't have to run your own AI models or install complicated software. [Learn more ›](/services/artificial-intelligence.md)

![result.jpeg](https://demos.transloadit.com/0c/53dea3f503449d89d1ab9bc0348091/result.jpeg)

[result.jpeg](https://demos.transloadit.com/0c/53dea3f503449d89d1ab9bc0348091/result.jpeg)

Image · 1.2 MB · 2752 × 1536

![result-3.jpeg](https://demos.transloadit.com/cf/dd260be4f8466299b66725e48c1b4d/result-3.jpeg)

[result-3.jpeg](https://demos.transloadit.com/cf/dd260be4f8466299b66725e48c1b4d/result-3.jpeg)

Image · 1.5 MB · 2752 × 1536

![result-2.jpeg](https://demos.transloadit.com/ae/c8ead645e34b358795e62dbf22c600/result-2.jpeg)

[result-2.jpeg](https://demos.transloadit.com/ae/c8ead645e34b358795e62dbf22c600/result-2.jpeg)

Image · 1.8 MB · 2752 × 1536

```
"generated_images": {
  "robot": "/image/generate",
  "result": true,
  "aspect_ratio": "16:9",
  "model": "flux-1.1-pro-ultra",
  "num_outputs": 3,
  "prompt": "${fields.prompt || 'a watercolor painting of a mountain lake at dawn'}"
}
```

🤖 [/image/generate](/docs/robots/image-generate.md)

This bot generates images from text prompts using AI

Step 2

### Export files to Amazon S3

We export to the storage platform of your choice. [Learn more ›](/services/file-exporting.md)

`generated_images`

* [https://demos.transloadit.com/0c/53dea3f503449d89d1ab9bc0348091/result.jpeg⁠](https://demos.transloadit.com/0c/53dea3f503449d89d1ab9bc0348091/result.jpeg)
* [https://demos.transloadit.com/cf/dd260be4f8466299b66725e48c1b4d/result-3.jpeg⁠](https://demos.transloadit.com/cf/dd260be4f8466299b66725e48c1b4d/result-3.jpeg)
* [https://demos.transloadit.com/ae/c8ead645e34b358795e62dbf22c600/result-2.jpeg⁠](https://demos.transloadit.com/ae/c8ead645e34b358795e62dbf22c600/result-2.jpeg)

```
"exported": {
  "use": [
    "generated_images"
  ],
  "robot": "/s3/store",
  "credentials": "demo_s3_credentials",
  "url_prefix": "https://demos.transloadit.com/"
}
```

🤖 [/s3/store](/docs/robots/s3-store.md)

This bot exports encoding results to Amazon S3

## Live Demo. See for yourself

Loading Uppy demo…

## Build this in your own language

```
<!-- This pulls Uppy from our CDN -->
<!-- For smaller self-hosted bundles, install Uppy and plugins manually: -->
<!-- npm i --save @uppy/core @uppy/dashboard @uppy/remote-sources @uppy/transloadit ... -->
<link
  href="https://releases.transloadit.com/uppy/v3.10.0/uppy.min.css"
  rel="stylesheet"
/>
<button id="browse">Select Files</button>
<script type="module">
  import {
    Uppy,
    Dashboard,
    ImageEditor,
    RemoteSources,
    Transloadit,
  } from 'https://releases.transloadit.com/uppy/v3.10.0/uppy.min.mjs'
  const uppy = new Uppy()
    .use(Transloadit, {
      waitForEncoding: true,
      alwaysRunAssembly: true,
      assemblyOptions: {
        params: {
          // It's often better store encoding instructions in your account
          // and use a `template_id` instead of adding these steps inline
          steps: {
            generated_images: {
              robot: '/image/generate',
              result: true,
              aspect_ratio: '16:9',
              model: 'flux-1.1-pro-ultra',
              num_outputs: 3,
              prompt: '${fields.prompt || 'a watercolor painting of a mountain lake at dawn'}',
            },
            exported: {
              use: ['generated_images'],
              robot: '/s3/store',
              credentials: 'demo_s3_credentials',
              url_prefix: 'https://demos.transloadit.com/',
            },
          },
        },
      },
    })
    .use(Dashboard, { trigger: '#browse' })
    .use(ImageEditor, { target: Dashboard })
    .use(RemoteSources, {
      companionUrl: 'https://api2.transloadit.com/companion',
    })
    .on('complete', ({ transloadit }) => {
      // Due to `waitForEncoding:true` this is fired after encoding is done.
      // Alternatively, set `waitForEncoding` to `false` and provide a `notify_url`
      console.log(transloadit) // Array of Assembly Statuses
      for (const assembly of transloadit) {
        console.log(assembly.results) // Array of all encoding results
      }
    })
    .on('error', (error) => {
      console.error(error)
    })
</script>

```

[Read docs: Browsers](/docs/sdks/uppy.md)

## So many ways to integrate

Transloadit is a service for companies with developers. And there are many ways developers can put Transloadit to good use inside your company to automate media processing.

#### Bulk imports

Add one of our [import Robots](/services/file-importing.md) to acquire and transcode massive media libraries.

#### Handling uploads

We are *the* experts at reliably [handling uploads](/services/handling-uploads.md). We wrote the [protocol⁠](https://tus.io/) for it.

#### Front-end integration

We integrate with web browsers via our next-gen file uploader [Uppy⁠](https://uppy.io/docs/guides/uppy-transloadit/) and SDKs for Android and iOS.

#### Back-end integration

Send us batch jobs in any server language using one of our [SDKs](/docs/sdks.md) or directly interfacing with our [REST API](/docs/api.md).

#### Pingbacks

Configure a [notify\_url](/services/content-delivery.md) to let your server receive transcoding results JSON in the `transloadit` POST field.

#### On-demand

Use our [Smart CDN](/services/file-importing.md) to adapt files on-demand and stream them directly to your users.

[Browsers](/docs/sdks/uppy.md)[TransloaditKit](/docs/sdks/transloaditkit.md)[Ruby SDK](/docs/sdks/ruby-sdk.md)[HTTP REST API](/docs/api.md)[Python SDK](/docs/sdks/python-sdk.md)[PHP SDK](/docs/sdks/php-sdk.md)[Node.js SDK](/docs/sdks/node-sdk.md)[Java SDK](/docs/sdks/java-sdk.md)[Go SDK](/docs/sdks/go-sdk.md)[cURL](/docs/sdks/curl.md)[Convex](/docs/sdks/convex.md)

[Browsers](/docs/sdks/uppy.md)[TransloaditKit](/docs/sdks/transloaditkit.md)[Ruby SDK](/docs/sdks/ruby-sdk.md)[HTTP REST API](/docs/api.md)[Python SDK](/docs/sdks/python-sdk.md)[PHP SDK](/docs/sdks/php-sdk.md)[Node.js SDK](/docs/sdks/node-sdk.md)[Java SDK](/docs/sdks/java-sdk.md)[Go SDK](/docs/sdks/go-sdk.md)[cURL](/docs/sdks/curl.md)[Convex](/docs/sdks/convex.md)

[Browsers](/docs/sdks/uppy.md)[TransloaditKit](/docs/sdks/transloaditkit.md)[Ruby SDK](/docs/sdks/ruby-sdk.md)[HTTP REST API](/docs/api.md)[Python SDK](/docs/sdks/python-sdk.md)[PHP SDK](/docs/sdks/php-sdk.md)[Node.js SDK](/docs/sdks/node-sdk.md)[Java SDK](/docs/sdks/java-sdk.md)[Go SDK](/docs/sdks/go-sdk.md)[cURL](/docs/sdks/curl.md)[Convex](/docs/sdks/convex.md)

## Other cool demos

* [View demo→Artificial IntelligenceAutomatically rename images based on text found within them](/demos/artificial-intelligence/detect-text-in-images.md)
* [View demo→Artificial IntelligenceConvert text into speech](/demos/artificial-intelligence/text-to-speech.md)
* [View demo→Document ProcessingAdd a header or footer to a PDF](/demos/document-processing/add-header-or-footer-to-pdf.md)

Try Transloadit

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