Sora Image Editing

import requests
import re

# API Configuration
API_KEY = "YOUR_API_KEY"
API_URL = "https://api2.laozhang.ai/v1/chat/completions"

def edit_image(image_url, prompt, model="gpt-4o-image"):
    """
    Edit single image
    
    Args:
        image_url: Original image URL
        prompt: Edit description
        model: Model to use, "gpt-4o-image" or "sora_image"
    """
    headers = {
        "Authorization": f"Bearer {API_KEY}",
        "Content-Type": "application/json"
    }
    
    # Build message with image
    content = [
        {"type": "text", "text": prompt},
        {"type": "image_url", "image_url": {"url": image_url}}
    ]
    
    payload = {
        "model": model,
        "messages": [{"role": "user", "content": content}]
    }
    
    response = requests.post(API_URL, headers=headers, json=payload)
    result = response.json()
    
    # Extract edited image URL
    content = result['choices'][0]['message']['content']
    edited_urls = re.findall(r'!\[.*?\]\((https?://[^)]+)\)', content)
    
    return edited_urls[0] if edited_urls else None

# Usage example
original_url = "https://example.com/cat.jpg"
edited_url = edit_image(original_url, "Change the cat's fur to rainbow colors")
print(f"Edited image: {edited_url}")

def merge_images(image_urls, prompt, model="gpt-4o-image"):
    """
    Merge multiple images
    
    Args:
        image_urls: List of image URLs
        prompt: Merge description
    """
    headers = {
        "Authorization": f"Bearer {API_KEY}",
        "Content-Type": "application/json"
    }
    
    # Build message with multiple images
    content = [{"type": "text", "text": prompt}]
    for url in image_urls:
        content.append({
            "type": "image_url",
            "image_url": {"url": url}
        })
    
    payload = {
        "model": model,
        "messages": [{"role": "user", "content": content}]
    }
    
    response = requests.post(API_URL, headers=headers, json=payload)
    result = response.json()
    
    # Extract result
    content = result['choices'][0]['message']['content']
    merged_urls = re.findall(r'!\[.*?\]\((https?://[^)]+)\)', content)
    
    return merged_urls

# Merge example
urls = [
    "https://example.com/landscape1.jpg",
    "https://example.com/landscape2.jpg"
]
merged = merge_images(urls, "Merge two landscape images into one panoramic view")

# Style transformation templates
style_templates = {
    "Cartoon": "Transform into Disney cartoon style with vibrant colors",
    "Oil Painting": "Transform into classical oil painting style, like Van Gogh",
    "Ink Wash": "Transform into Chinese ink wash painting style with artistic spacing",
    "Cyberpunk": "Transform into cyberpunk style with neon lighting effects",
    "Sketch": "Transform into pencil sketch style with black and white lines"
}

def apply_style(image_url, style_name):
    """Apply preset style"""
    if style_name in style_templates:
        prompt = style_templates[style_name]
        return edit_image(image_url, prompt)
    else:
        return None

# Batch style transformation
original = "https://example.com/portrait.jpg"
for style in ["Cartoon", "Oil Painting", "Ink Wash"]:
    result = apply_style(original, style)
    print(f"{style} style: {result}")

def change_background(image_url, new_background):
    """Replace image background"""
    prompts = {
        "Beach": "Keep subject, replace background with sunny beach, palm trees and blue sky",
        "Office": "Keep person, replace background with modern office",
        "Space": "Keep subject, replace background with vast starry space",
        "Solid Color": "Remove background, replace with pure white background"
    }
    
    prompt = prompts.get(new_background, f"Replace background with {new_background}")
    return edit_image(image_url, prompt)

# Usage example
new_photo = change_background(
    "https://example.com/person.jpg",
    "Beach"
)

def edit_objects(image_url, action, target, details=""):
    """Edit specific objects in image"""
    action_prompts = {
        "Add": f"Add {target} to the image, {details}",
        "Remove": f"Remove {target} from the image, naturally fill background",
        "Replace": f"Replace {target} in the image with {details}",
        "Modify": f"Modify {target} in the image, {details}"
    }
    
    prompt = action_prompts.get(action, "")
    return edit_image(image_url, prompt)

# Editing examples
# Add object
result1 = edit_objects(
    "https://example.com/room.jpg",
    "Add", "a cat", "sitting on the sofa"
)

# Remove object
result2 = edit_objects(
    "https://example.com/street.jpg",
    "Remove", "power pole"
)

# Replace object
result3 = edit_objects(
    "https://example.com/table.jpg",
    "Replace", "apple", "orange"
)

def adjust_image(image_url, adjustments):
    """Adjust image color and lighting"""
    prompt_parts = []
    
    if "brightness" in adjustments:
        prompt_parts.append(f"Adjust brightness to {adjustments['brightness']}")
    
    if "color_tone" in adjustments:
        prompt_parts.append(f"Adjust color tone to {adjustments['color_tone']}")
    
    if "time" in adjustments:
        prompt_parts.append(f"Adjust lighting to {adjustments['time']} effect")
    
    if "season" in adjustments:
        prompt_parts.append(f"Adjust seasonal feeling to {adjustments['season']}")
    
    prompt = ", ".join(prompt_parts)
    return edit_image(image_url, prompt)

# Adjustment example
adjusted = adjust_image(
    "https://example.com/landscape.jpg",
    {
        "brightness": "bright",
        "color_tone": "warm tones",
        "time": "golden hour",
        "season": "autumn"
    }
)

# ❌ Vague
prompt = "make it better"

# ✅ Specific and detailed
prompt = """
Change the sky to sunset colors with orange and pink hues.
Keep all foreground elements unchanged.
Add some birds flying in the sky.
Maintain natural lighting and shadows.
"""

def smart_merge(image_urls, merge_type):
    """Smart multi-image fusion"""
    templates = {
        "panorama": "Merge these images into a seamless panoramic view",
        "collage": "Create an artistic collage from these images",
        "blend": "Blend these images together artistically",
        "comparison": "Create a side-by-side comparison of these images"
    }
    
    prompt = templates.get(merge_type, "Combine these images creatively")
    return merge_images(image_urls, prompt)

# Panorama fusion
panorama = smart_merge([url1, url2, url3], "panorama")

def batch_edit_images(edit_tasks):
    """Batch edit images"""
    results = []
    
    for task in edit_tasks:
        try:
            edited = edit_image(
                task['url'],
                task['prompt'],
                task.get('model', 'gpt-4o-image')
            )
            
            results.append({
                'original': task['url'],
                'edited': edited,
                'prompt': task['prompt'],
                'success': edited is not None
            })
        except Exception as e:
            results.append({
                'original': task['url'],
                'success': False,
                'error': str(e)
            })
    
    return results

# Batch tasks
tasks = [
    {'url': 'img1.jpg', 'prompt': 'Make it more vibrant'},
    {'url': 'img2.jpg', 'prompt': 'Convert to black and white'},
    {'url': 'img3.jpg', 'prompt': 'Add vintage filter'}
]

results = batch_edit_images(tasks)