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import gradio as gr | |
import replicate | |
import os | |
from PIL import Image | |
import requests | |
from io import BytesIO | |
import time | |
import tempfile | |
import base64 | |
import json | |
# Set up API keys from environment variables | |
os.environ['REPLICATE_API_TOKEN'] = os.getenv('REPLICATE_API_TOKEN') | |
FIREWORKS_API_KEY = os.getenv('FIREWORKS_API_KEY', '') | |
def enhance_prompt(user_input): | |
""" | |
Enhance user prompt using Fireworks AI to create detailed creative design prompts | |
""" | |
if not FIREWORKS_API_KEY: | |
# If no API key, return the original prompt | |
return user_input | |
try: | |
url = "https://api.fireworks.ai/inference/v1/chat/completions" | |
system_prompt = """You are a creative design prompt engineer. Transform user input into detailed, creative design prompts. | |
Format your response as a structured design concept following this pattern: | |
- Start with a clear main concept description | |
- Include specific design elements with bullet points | |
- Mention materials, textures, or finishes | |
- Specify artistic style or rendering technique | |
- Add atmospheric or contextual details | |
Example format: | |
"A sleek industrial design concept for [object]: | |
- Curved metallic body with minimal bezel | |
- Touchscreen panel for settings | |
- Modern matte black finish | |
- Hand-drawn concept sketch style" | |
Be creative, detailed, and specific. Focus on visual design elements.""" | |
payload = { | |
"model": "accounts/fireworks/models/qwen3-235b-a22b-instruct-2507", | |
"max_tokens": 300, | |
"top_p": 1, | |
"top_k": 40, | |
"presence_penalty": 0, | |
"frequency_penalty": 0, | |
"temperature": 0.7, | |
"messages": [ | |
{ | |
"role": "system", | |
"content": system_prompt | |
}, | |
{ | |
"role": "user", | |
"content": f"Create a detailed creative design prompt for: {user_input}" | |
} | |
] | |
} | |
headers = { | |
"Accept": "application/json", | |
"Content-Type": "application/json", | |
"Authorization": f"Bearer {FIREWORKS_API_KEY}" | |
} | |
response = requests.post(url, headers=headers, data=json.dumps(payload), timeout=10) | |
if response.status_code == 200: | |
result = response.json() | |
enhanced = result.get('choices', [{}])[0].get('message', {}).get('content', '') | |
if enhanced: | |
return enhanced | |
return user_input | |
except Exception as e: | |
print(f"Prompt enhancement error: {str(e)}") | |
return user_input | |
def upload_image_to_hosting(image): | |
""" | |
Upload image to multiple hosting services with fallback | |
""" | |
# Method 1: Try imgbb.com (most reliable) | |
try: | |
buffered = BytesIO() | |
image.save(buffered, format="PNG") | |
buffered.seek(0) | |
img_base64 = base64.b64encode(buffered.getvalue()).decode() | |
response = requests.post( | |
"https://api.imgbb.com/1/upload", | |
data={ | |
'key': '6d207e02198a847aa98d0a2a901485a5', | |
'image': img_base64, | |
} | |
) | |
if response.status_code == 200: | |
data = response.json() | |
if data.get('success'): | |
return data['data']['url'] | |
except: | |
pass | |
# Method 2: Try 0x0.st (simple and reliable) | |
try: | |
buffered = BytesIO() | |
image.save(buffered, format="PNG") | |
buffered.seek(0) | |
files = {'file': ('image.png', buffered, 'image/png')} | |
response = requests.post("https://0x0.st", files=files) | |
if response.status_code == 200: | |
return response.text.strip() | |
except: | |
pass | |
# Method 3: Fallback to base64 | |
buffered = BytesIO() | |
image.save(buffered, format="PNG") | |
buffered.seek(0) | |
img_base64 = base64.b64encode(buffered.getvalue()).decode() | |
return f"data:image/png;base64,{img_base64}" | |
def process_images(prompt, enhance_prompt_flag, image1, image2=None): | |
""" | |
Process with Creative Design - works with or without images | |
""" | |
if not os.getenv('REPLICATE_API_TOKEN'): | |
return None, prompt, "Please set REPLICATE_API_TOKEN" | |
try: | |
# Enhance prompt if requested | |
final_prompt = prompt | |
if enhance_prompt_flag: | |
final_prompt = enhance_prompt(prompt) | |
# Prepare input for model | |
model_input = { | |
"prompt": final_prompt | |
} | |
# Only add image_input if images are provided | |
if image1 or image2: | |
image_urls = [] | |
if image1: | |
url1 = upload_image_to_hosting(image1) | |
image_urls.append(url1) | |
if image2: | |
url2 = upload_image_to_hosting(image2) | |
image_urls.append(url2) | |
model_input["image_input"] = image_urls | |
status_msg = "✨ Creative design generated with style transfer!" | |
else: | |
# No images - text-only generation | |
status_msg = "✨ Creative design generated from text!" | |
# Run model | |
output = replicate.run( | |
"google/nano-banana", | |
input=model_input | |
) | |
if output is None: | |
return None, final_prompt, "No output received" | |
# Get the generated image | |
try: | |
if hasattr(output, 'read'): | |
img_data = output.read() | |
img = Image.open(BytesIO(img_data)) | |
return img, final_prompt, status_msg | |
except: | |
pass | |
try: | |
if hasattr(output, 'url'): | |
output_url = output.url() | |
response = requests.get(output_url, timeout=30) | |
if response.status_code == 200: | |
img = Image.open(BytesIO(response.content)) | |
return img, final_prompt, status_msg | |
except: | |
pass | |
output_url = None | |
if isinstance(output, str): | |
output_url = output | |
elif isinstance(output, list) and len(output) > 0: | |
output_url = output[0] | |
if output_url: | |
response = requests.get(output_url, timeout=30) | |
if response.status_code == 200: | |
img = Image.open(BytesIO(response.content)) | |
return img, final_prompt, status_msg | |
return None, final_prompt, "Could not process output" | |
except Exception as e: | |
error_msg = str(e) | |
if "image_input" in error_msg.lower(): | |
return None, prompt, "Note: This model may require at least one image. Try uploading an image or check the error: " + error_msg[:100] | |
return None, prompt, f"Error: {error_msg[:100]}" | |
# Enhanced CSS with Creative Design theme | |
css = """ | |
.gradio-container { | |
background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); | |
font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', sans-serif; | |
min-height: 100vh; | |
} | |
.header-container { | |
background: linear-gradient(135deg, #f093fb 0%, #f5576c 100%); | |
padding: 2.5rem; | |
border-radius: 24px; | |
margin-bottom: 2.5rem; | |
box-shadow: 0 20px 60px rgba(240, 147, 251, 0.35); | |
} | |
.logo-text { | |
font-size: 3.5rem; | |
font-weight: 900; | |
color: white; | |
text-align: center; | |
margin: 0; | |
letter-spacing: -2px; | |
text-shadow: 2px 2px 4px rgba(0,0,0,0.2); | |
} | |
.subtitle { | |
color: white; | |
text-align: center; | |
font-size: 1.1rem; | |
margin-top: 0.5rem; | |
opacity: 0.95; | |
} | |
.mode-indicator { | |
background: rgba(255, 255, 255, 0.25); | |
backdrop-filter: blur(10px); | |
border-radius: 12px; | |
padding: 0.6rem 1.2rem; | |
margin-top: 1rem; | |
text-align: center; | |
font-weight: 600; | |
color: white; | |
} | |
.main-content { | |
background: rgba(255, 255, 255, 0.97); | |
backdrop-filter: blur(20px); | |
border-radius: 24px; | |
padding: 2.5rem; | |
box-shadow: 0 10px 40px rgba(0, 0, 0, 0.15); | |
} | |
.gr-button-primary { | |
background: linear-gradient(135deg, #f093fb 0%, #f5576c 100%) !important; | |
border: none !important; | |
color: white !important; | |
font-weight: 700 !important; | |
font-size: 1.1rem !important; | |
padding: 1.2rem 2rem !important; | |
border-radius: 14px !important; | |
transition: all 0.3s cubic-bezier(0.4, 0, 0.2, 1) !important; | |
text-transform: uppercase; | |
letter-spacing: 1px; | |
width: 100%; | |
margin-top: 1rem !important; | |
} | |
.gr-button-primary:hover { | |
transform: translateY(-3px) !important; | |
box-shadow: 0 15px 40px rgba(245, 87, 108, 0.4) !important; | |
} | |
.gr-input, .gr-textarea { | |
background: #ffffff !important; | |
border: 2px solid #e1e8ed !important; | |
border-radius: 14px !important; | |
color: #2d3436 !important; | |
font-size: 1rem !important; | |
padding: 0.8rem 1rem !important; | |
} | |
.gr-input:focus, .gr-textarea:focus { | |
border-color: #f093fb !important; | |
box-shadow: 0 0 0 4px rgba(240, 147, 251, 0.15) !important; | |
} | |
.gr-form { | |
background: transparent !important; | |
border: none !important; | |
} | |
.gr-panel { | |
background: #ffffff !important; | |
border: 2px solid #e1e8ed !important; | |
border-radius: 16px !important; | |
padding: 1.5rem !important; | |
} | |
.gr-box { | |
border-radius: 14px !important; | |
border-color: #e1e8ed !important; | |
} | |
label { | |
color: #636e72 !important; | |
font-weight: 600 !important; | |
font-size: 0.85rem !important; | |
text-transform: uppercase; | |
letter-spacing: 0.5px; | |
margin-bottom: 0.5rem !important; | |
} | |
.status-text { | |
font-family: 'SF Mono', 'Monaco', monospace; | |
color: #00b894; | |
font-size: 0.9rem; | |
} | |
.image-container { | |
border-radius: 14px !important; | |
overflow: hidden; | |
border: 2px solid #e1e8ed !important; | |
background: #fafbfc !important; | |
} | |
footer { | |
display: none !important; | |
} | |
.image-upload { | |
min-height: 200px !important; | |
max-height: 200px !important; | |
} | |
.output-image { | |
min-height: 420px !important; | |
max-height: 420px !important; | |
} | |
.gr-row { | |
gap: 1rem !important; | |
} | |
.gr-column { | |
gap: 1rem !important; | |
} | |
.info-box { | |
background: linear-gradient(135deg, #ffeaa7 0%, #fdcb6e 100%); | |
border-radius: 12px; | |
padding: 1rem; | |
margin-bottom: 1rem; | |
border-left: 4px solid #f5576c; | |
color: #2d3436; | |
} | |
.enhanced-prompt-box { | |
background: linear-gradient(135deg, #a8edea 0%, #fed6e3 100%); | |
border-radius: 12px; | |
padding: 1rem; | |
margin-top: 1rem; | |
border-left: 4px solid #f093fb; | |
} | |
.gr-checkbox { | |
background: white !important; | |
} | |
""" | |
with gr.Blocks(css=css, theme=gr.themes.Base()) as demo: | |
with gr.Column(elem_classes="header-container"): | |
gr.HTML(""" | |
<h1 class="logo-text">🎨 Creative Design</h1> | |
<p class="subtitle">AI-Powered Creative Design Generation & Style Transfer</p> | |
<div class="mode-indicator"> | |
💡 Intelligent prompt enhancement for stunning creative designs! | |
</div> | |
<div style="display: flex; justify-content: center; align-items: center; gap: 10px; margin-top: 20px;"> | |
<a href="https://huggingface.co/spaces/ginigen/Nano-Banana-PRO" target="_blank"> | |
<img src="https://img.shields.io/static/v1?label=CREATIVE%20DESIGN&message=PRO&color=%23f093fb&labelColor=%23764ba2&logo=HUGGINGFACE&logoColor=white&style=for-the-badge" alt="badge"> | |
</a> | |
<a href="https://huggingface.co/spaces/openfree/Nano-Banana-Upscale" target="_blank"> | |
<img src="https://img.shields.io/static/v1?label=CREATIVE%20DESIGN&message=UPSCALE&color=%23f093fb&labelColor=%23764ba2&logo=GOOGLE&logoColor=white&style=for-the-badge" alt="Creative Design Upscale"> | |
</a> | |
<a href="https://huggingface.co/spaces/aiqtech/Nano-Banana-API" target="_blank"> | |
<img src="https://img.shields.io/static/v1?label=CREATIVE%20DESIGN&message=API&color=%23f093fb&labelColor=%23764ba2&logo=GOOGLE&logoColor=white&style=for-the-badge" alt="Creative Design API"> | |
</a> | |
<a href="https://huggingface.co/spaces/ginigen/Nano-Banana-Video" target="_blank"> | |
<img src="https://img.shields.io/static/v1?label=CREATIVE%20DESIGN&message=VIDEO&color=%23f093fb&labelColor=%23764ba2&logo=GOOGLE&logoColor=white&style=for-the-badge" alt="Creative Design VIDEO"> | |
</a> | |
<a href="https://discord.gg/openfreeai" target="_blank"> | |
<img src="https://img.shields.io/static/v1?label=Discord&message=Openfree%20AI&color=%23f093fb&labelColor=%23764ba2&logo=discord&logoColor=white&style=for-the-badge" alt="Discord Openfree AI"> | |
</a> | |
</div> | |
""") | |
with gr.Column(elem_classes="main-content"): | |
# Info box | |
gr.HTML(""" | |
<div class="info-box"> | |
<strong>🚀 How to use Creative Design:</strong><br> | |
• <b>Simple Input:</b> Enter a basic idea or concept<br> | |
• <b>AI Enhancement:</b> Enable prompt enhancement for detailed creative designs<br> | |
• <b>Style Transfer:</b> Add images to apply specific visual styles<br> | |
• The AI transforms simple ideas into professional design concepts! | |
</div> | |
""") | |
with gr.Row(equal_height=True): | |
# Left Column - Inputs | |
with gr.Column(scale=1): | |
prompt = gr.Textbox( | |
label="Design Concept / Idea", | |
placeholder="e.g., 'modern coffee machine', 'futuristic chair', 'minimalist lamp'...", | |
lines=3, | |
value="sleek smartphone design", | |
elem_classes="prompt-input" | |
) | |
enhance_prompt_checkbox = gr.Checkbox( | |
label="🎨 Enhance Prompt with AI (Create detailed design prompt)", | |
value=True, | |
info="Transform simple ideas into professional design prompts" | |
) | |
with gr.Row(equal_height=True): | |
image1 = gr.Image( | |
label="Style Reference 1 (Optional)", | |
type="pil", | |
height=200, | |
elem_classes="image-container image-upload" | |
) | |
image2 = gr.Image( | |
label="Style Reference 2 (Optional)", | |
type="pil", | |
height=200, | |
elem_classes="image-container image-upload" | |
) | |
generate_btn = gr.Button( | |
"Create Design ✨", | |
variant="primary", | |
size="lg" | |
) | |
# Right Column - Output | |
with gr.Column(scale=1): | |
output_image = gr.Image( | |
label="Generated Design", | |
type="pil", | |
height=420, | |
elem_classes="image-container output-image" | |
) | |
enhanced_prompt_display = gr.Textbox( | |
label="Enhanced Creative Prompt", | |
interactive=False, | |
lines=4, | |
elem_classes="enhanced-prompt-box", | |
visible=True, | |
value="Your enhanced prompt will appear here..." | |
) | |
status = gr.Textbox( | |
label="Status", | |
interactive=False, | |
lines=1, | |
elem_classes="status-text", | |
value="Ready to create amazing designs..." | |
) | |
# Event handler | |
generate_btn.click( | |
fn=process_images, | |
inputs=[prompt, enhance_prompt_checkbox, image1, image2], | |
outputs=[output_image, enhanced_prompt_display, status] | |
) | |
# Creative Design Examples | |
gr.Examples( | |
examples=[ | |
["minimalist desk lamp", True, None, None], | |
["futuristic motorcycle", True, None, None], | |
["organic architecture building", True, None, None], | |
["smart home assistant device", True, None, None], | |
["eco-friendly water bottle", True, None, None], | |
["modular furniture system", True, None, None], | |
["wearable health monitor", True, None, None], | |
["urban electric scooter", True, None, None], | |
], | |
inputs=[prompt, enhance_prompt_checkbox, image1, image2], | |
label="Creative Design Examples (AI will enhance these into detailed prompts!)" | |
) | |
# Launch | |
if __name__ == "__main__": | |
demo.launch( | |
share=True, | |
server_name="0.0.0.0", | |
server_port=7860 | |
) |