image-generation

Create Stunning Images with Flux Chips' Inpainting Action

25 Apr 2025
Create Stunning Images with Flux Chips' Inpainting Action

In the world of digital content creation, having the ability to generate high-quality images efficiently can be a game-changer. Flux Chips offers a powerful Cognitive Action that allows developers to generate images using inpainting techniques, along with optional image-to-image transformation capabilities. This action not only streamlines the creative process but also provides flexibility in output quality, image dimensions, and performance optimization. Whether you're looking to enhance marketing materials, create unique artwork, or develop engaging social media content, the image generation capabilities of Flux Chips can significantly elevate your projects.

Imagine needing to produce a series of custom images that align perfectly with your brand's identity. With Flux Chips, you can quickly generate images tailored to specific prompts, ensuring that your visuals resonate with your audience. The inpainting feature allows you to modify existing images or create entirely new compositions, making it an ideal solution for graphic designers, marketers, and content creators alike.

Prerequisites

To get started, you'll need a Flux Chips Cognitive Actions API key and a basic understanding of making API calls.

Generate Image with Inpainting

This operation generates images using inpainting with optional image-to-image transformation capabilities. It supports custom aspect ratios and fast mode for optimized performance, offering flexibility in output quality, image dimensions, and inference steps.

Input Requirements

The input for this action requires a JSON object that includes several properties:

  • prompt (string, required): The description of the image you want to generate.
  • mask (string, optional): An image mask for inpainting mode.
  • image (string, optional): An input image for image-to-image or inpainting mode.
  • model (string, optional): Choose between 'dev' for detailed images or 'schnell' for faster generation.
  • aspectRatio (string, optional): Defines the aspect ratio for the generated image.
  • outputCount (integer, optional): Specifies the number of images to generate (up to 4).
  • outputFormat (string, optional): Format of output images (webp, jpg, png).
  • Additional options for guidance scale, quality, and more.

Example input:

{
  "model": "dev",
  "prompt": "A bold and minimal setup with a solid yellow backdrop that echoes the iconic Lay’s branding.",
  "aspectRatio": "1:1",
  "outputCount": 1,
  "outputFormat": "webp"
}

Expected Output

The expected output will be a URL to the generated image, which can be used directly in your applications.

Example output:

"https://assets.cognitiveactions.com/invocations/c2f2b950-8c2e-468e-bf15-d29760064332/1d1b121b-e192-45e8-834c-2aa1559497e7.webp"

Use Cases for this Specific Action

  • Marketing Campaigns: Generate eye-catching visuals that align with your promotional themes, tailored to specific prompts that highlight your products.
  • Content Creation: Quickly produce unique images for blogs, social media, or other digital platforms, saving time while maintaining quality.
  • Artistic Projects: Use inpainting to modify existing artworks or create new pieces that reflect your creative vision.
import requests
import json

# Replace with your actual Cognitive Actions API key and endpoint
# Ensure your environment securely handles the API key
COGNITIVE_ACTIONS_API_KEY = "YOUR_COGNITIVE_ACTIONS_API_KEY"
# This endpoint URL is hypothetical and should be documented for users
COGNITIVE_ACTIONS_EXECUTE_URL = "https://api.cognitiveactions.com/actions/execute"

action_id = "e402715d-77aa-4a20-a8b0-c3655c46075a" # Action ID for: Generate Image with Inpainting

# Construct the exact input payload based on the action's requirements
# This example uses the predefined example_input for this action:
payload = {
  "model": "dev",
  "goFast": false,
  "prompt": "A bold and minimal setup with a solid yellow backdrop that echoes the iconic Lay’s branding. A pristine white table holds a neatly placed bowl of laysclassicchips, surrounded by a few scattered chips and crumbs to add texture and an organic touch. The laysclassicchips packaging is prominently displayed, its vibrant colors popping against the clean, well-lit scene.\n\nThe soft box lighting eliminates harsh shadows, giving the chips a golden, appetizing glow and highlighting their puffiness and crisp texture. Angles include a flat lay showcasing the full spread, a close-up of the packaging and chips, and a side angle that captures the airy, irresistible puffiness of the chips. The composition is clean, professional, and irresistibly snackable.",
  "loraScale": 1,
  "megapixels": "1",
  "aspectRatio": "1:1",
  "outputCount": 1,
  "outputFormat": "webp",
  "guidanceScale": 3,
  "outputQuality": 80,
  "promptStrength": 0.8,
  "inferenceStepCount": 28,
  "additionalLoraScale": 1
}

headers = {
    "Authorization": f"Bearer {COGNITIVE_ACTIONS_API_KEY}",
    "Content-Type": "application/json",
    # Add any other required headers for the Cognitive Actions API
}

# Prepare the request body for the hypothetical execution endpoint
request_body = {
    "action_id": action_id,
    "inputs": payload
}

print(f"--- Calling Cognitive Action: {action.name or action_id} ---")
print(f"Endpoint: {COGNITIVE_ACTIONS_EXECUTE_URL}")
print(f"Action ID: {action_id}")
print("Payload being sent:")
print(json.dumps(request_body, indent=2))
print("------------------------------------------------")

try:
    response = requests.post(
        COGNITIVE_ACTIONS_EXECUTE_URL,
        headers=headers,
        json=request_body
    )
    response.raise_for_status() # Raise an exception for bad status codes (4xx or 5xx)

    result = response.json()
    print("Action executed successfully. Result:")
    print(json.dumps(result, indent=2))

except requests.exceptions.RequestException as e:
    print(f"Error executing action {action_id}: {e}")
    if e.response is not None:
        print(f"Response status: {e.response.status_code}")
        try:
            print(f"Response body: {e.response.json()}")
        except json.JSONDecodeError:
            print(f"Response body (non-JSON): {e.response.text}")
    print("------------------------------------------------")

Conclusion

The image generation capabilities of Flux Chips offer immense value for developers looking to enhance their digital content. With features like inpainting and customizable image outputs, you can create stunning visuals that engage your audience and elevate your brand. Whether you're working on marketing materials, social media posts, or artistic projects, the flexibility and speed provided by Flux Chips make it an indispensable tool in your creative arsenal. Explore the possibilities today and elevate your content creation process!

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