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Update app.py
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app.py
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@@ -1,8 +1,5 @@
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import gradio as gr
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import google.generativeai as genai
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from PIL import Image
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import io
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import base64
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import requests
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# List of popular styles
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@@ -20,7 +17,8 @@ extra limbs, disfigured, deformed, body out of frame, bad anatomy, watermark, si
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cut off, low contrast, underexposed, overexposed, bad art, beginner, amateur, distorted face
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"""
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def enhance_prompt(prompt, style):
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model = genai.GenerativeModel("gemini-2.0-flash-lite")
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enhanced_prompt_request = f"""
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Task: Enhance the following prompt for image generation.
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response = model.generate_content(enhanced_prompt_request)
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# Extract only the enhanced prompt, removing any potential explanations or extra text
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enhanced_prompt = response.text.strip()
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# If the response starts with "Enhanced prompt:" or similar, remove it
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prefixes_to_remove = ["Enhanced prompt:", "Here's the enhanced prompt:", "The enhanced prompt is:"]
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for prefix in prefixes_to_remove:
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if enhanced_prompt.lower().startswith(prefix.lower()):
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return enhanced_prompt
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def generate_image(stability_api_key, enhanced_prompt, style, negative_prompt):
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url = "https://api.stability.ai/v2beta/stable-image/generate/sd3"
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else:
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return f"Image generation failed: {response.text}"
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def
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image_url = generate_image(stability_api_key, enhanced_prompt, style, negative_prompt)
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return image_url
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with gr.Blocks() as demo:
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gr.Markdown("# Stability AI Image Generator with Google Gemini Prompt Enhancement")
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prompt = gr.Textbox(label="Prompt")
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style = gr.Dropdown(label="Style", choices=STYLES)
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negative_prompt = gr.Textbox(label="Negative Prompt", value=DEFAULT_NEGATIVE_PROMPT)
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generate_btn = gr.Button("Generate Image")
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with gr.Column(scale=1):
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image_output = gr.Image(label="Generated Image")
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enhanced_prompt_output = gr.Textbox(label="Enhanced Prompt")
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generate_btn.click(
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inputs=[
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outputs=[image_output
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)
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demo.launch()
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import gradio as gr
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import google.generativeai as genai
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import requests
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# List of popular styles
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cut off, low contrast, underexposed, overexposed, bad art, beginner, amateur, distorted face
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"""
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def enhance_prompt(google_api_key, prompt, style):
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genai.configure(api_key=google_api_key)
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model = genai.GenerativeModel("gemini-2.0-flash-lite")
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enhanced_prompt_request = f"""
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Task: Enhance the following prompt for image generation.
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response = model.generate_content(enhanced_prompt_request)
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enhanced_prompt = response.text.strip()
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prefixes_to_remove = ["Enhanced prompt:", "Here's the enhanced prompt:", "The enhanced prompt is:"]
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for prefix in prefixes_to_remove:
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if enhanced_prompt.lower().startswith(prefix.lower()):
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return enhanced_prompt
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def generate_image(stability_api_key, enhanced_prompt, style, negative_prompt):
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url = "https://api.stability.ai/v2beta/stable-image/generate/sd3"
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else:
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return f"Image generation failed: {response.text}"
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def process_prompt(google_api_key, prompt, style):
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enhanced_prompt = enhance_prompt(google_api_key, prompt, style)
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return enhanced_prompt
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def generate_from_enhanced(stability_api_key, enhanced_prompt, style, negative_prompt):
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image_url = generate_image(stability_api_key, enhanced_prompt, style, negative_prompt)
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return image_url
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with gr.Blocks() as demo:
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gr.Markdown("# Stability AI Image Generator with Google Gemini Prompt Enhancement")
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prompt = gr.Textbox(label="Prompt")
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style = gr.Dropdown(label="Style", choices=STYLES)
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negative_prompt = gr.Textbox(label="Negative Prompt", value=DEFAULT_NEGATIVE_PROMPT)
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enhance_btn = gr.Button("Enhance Prompt")
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generate_btn = gr.Button("Generate Image")
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with gr.Column(scale=1):
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image_output = gr.Image(label="Generated Image")
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enhanced_prompt_output = gr.Textbox(label="Enhanced Prompt")
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enhanced_prompt_state = gr.State()
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enhance_btn.click(
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process_prompt,
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inputs=[google_api_key, prompt, style],
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outputs=[enhanced_prompt_output, enhanced_prompt_state]
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)
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generate_btn.click(
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generate_from_enhanced,
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inputs=[stability_api_key, enhanced_prompt_state, style, negative_prompt],
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outputs=[image_output]
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)
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demo.launch()
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