Update app.py
Browse files
app.py
CHANGED
@@ -1,321 +1,73 @@
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import gradio as gr
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import
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from PIL import Image, ImageDraw, ImageFont, ImageStat
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import io
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import json
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import random
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# Simple function to create a working demo image
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def create_image(prompt, style):
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"""Create a
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"Professional": "#3B82F6",
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"Creative": "#8B5CF6",
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"Minimalist": "#6B7280",
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"Corporate": "#1E40AF",
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"Modern": "#059669"
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}
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color_hex = colors.get(style, "#3B82F6")
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color_rgb = tuple(int(color_hex[i:i+2], 16) for i in (1, 4, 7))
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# Create image
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img = Image.new('RGB', (512, 512), color_rgb)
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draw = ImageDraw.Draw(img)
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font = ImageFont.load_default()
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draw.text(((512 - title_width) // 2, 200), title, fill="white", font=font)
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style_text = f"{style} Style"
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style_width = draw.textlength(style_text, font=font)
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draw.text(((512 - style_width) // 2, 230), style_text, fill="white", font=font)
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prompt_short = prompt[:40] + "..." if len(prompt) > 40 else prompt
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prompt_width = draw.textlength(prompt_short, font=font)
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draw.text(((512 - prompt_width) // 2, 260), prompt_short, fill=(200, 200, 200), font=font)
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return img
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def generate_variants(prompt, style):
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"""Generate 3 variants of the same prompt"""
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variants = []
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for i in range(3):
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# Create slight variations by adding random elements
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variant_img = create_image(prompt, style)
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variants.append(variant_img)
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return variants
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def generate_and_review(prompt, style):
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"""
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if not prompt.strip():
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return None, "
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# Generate image
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image = create_image(prompt, style)
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word_count = len(prompt.split())
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quality = "Excellent"
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quality_emoji = "🌟"
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elif word_count > 8:
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quality = "Good"
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quality_emoji = "✅"
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else:
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quality = "Basic"
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quality_emoji = "⚠️"
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review_md = f"""### 🤖 Agent Workflow Results
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**Agent1 (Generator):** Created *{style.lower()}* style marketing image
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**Agent2 (Reviewer):** Analyzed image content and quality
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---
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### 📊 Analysis Summary
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**📈 Marketing Suitability:** Good for *{style.lower()}* marketing campaigns
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**🎯 Brand Alignment:** Professional marketing ready
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- Image successfully generated in **{style.lower()}** style
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- Consider adding more specific visual descriptors for enhanced results
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- Ready for marketing use across digital platforms
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**✅ Status:** Workflow Complete | **🚀 Ready to Deploy**
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"""
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return image,
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description = "Bright, vibrant imagery suggests creative, innovative branding"
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elif avg_brightness > 100:
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tone = "Professional"
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tone_emoji = "💼"
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description = "Balanced lighting indicates professional, corporate tone"
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else:
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tone = "Corporate"
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tone_emoji = "🏢"
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description = "Darker tones suggest serious, authoritative branding"
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return f"""### 🎯 Brand Tone Analysis
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**{tone_emoji} Detected Tone:** {tone}
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**📊 Average Brightness:** {int(avg_brightness)}/255
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**🧠 Analysis:** {description}
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**💡 Suggestion:** Use "{tone}" style for consistent brand messaging in your next generation!
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"""
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except Exception as e:
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return f"⚠️ **Error analyzing image:** {str(e)}"
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def image_to_bytes(img):
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"""Convert PIL image to bytes for download"""
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if img is None:
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return None
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buf = io.BytesIO()
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img.save(buf, format='PNG')
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buf.seek(0)
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return buf
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# Create improved Blocks interface
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with gr.Blocks(
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title="Marketing Image Generator - AI Agent System",
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theme=gr.themes.Soft(primary_hue="blue", secondary_hue="purple")
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) as demo:
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# Header with better styling
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gr.Markdown("""
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# 🎨 AI Marketing Image Generator
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## Agent1 generates → Agent2 reviews → ✅ Professional results
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*Multi-agent system for creating professional marketing visuals*
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""")
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with gr.Tab("🚀 Single Image Generation"):
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with gr.Row():
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# Input column with better spacing
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with gr.Column(scale=1):
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gr.Markdown("### 📝 Describe Your Marketing Visual")
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prompt = gr.Textbox(
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label="Marketing Image Description",
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placeholder="e.g. A professional team meeting in a modern office with natural lighting",
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lines=3,
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max_lines=5,
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elem_classes=["prompt-input"]
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)
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style = gr.Dropdown(
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choices=["Professional", "Creative", "Minimalist", "Corporate", "Modern"],
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value="Professional",
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label="Brand Style"
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)
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generate_btn = gr.Button(
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"🚀 Generate Marketing Image",
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variant="primary",
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size="lg"
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)
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# Output column with side-by-side layout
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with gr.Column(scale=2):
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with gr.Row():
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image_output = gr.Image(
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label="Generated Marketing Image",
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type="pil",
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show_label=True,
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height=400,
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show_download_button=True
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)
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review_output = gr.Markdown(
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label="AI Agent Review",
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value="*Generate an image to see detailed AI analysis*",
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elem_classes=["review-panel"]
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)
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# Examples with better formatting
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gr.Markdown("### 💡 Example Prompts")
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gr.Examples(
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examples=[
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["Professional team collaboration with laptops in bright office", "Professional"],
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["Clean minimalist product showcase on white background", "Minimalist"],
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["Friendly customer service representative with headset", "Corporate"],
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["Modern workspace with plants and natural lighting", "Modern"],
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["Creative brainstorming session with colorful sticky notes", "Creative"]
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],
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inputs=[prompt, style],
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label="Click any example to try it out!"
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)
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with gr.Tab("🎭 Multi-Variant Generator"):
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gr.Markdown("### Generate 3 variants and pick the best one")
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with gr.Row():
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with gr.Column(scale=1):
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multi_prompt = gr.Textbox(
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label="Marketing Image Description",
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placeholder="Describe your marketing visual...",
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lines=2,
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max_lines=4
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)
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multi_style = gr.Dropdown(
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choices=["Professional", "Creative", "Minimalist", "Corporate", "Modern"],
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value="Professional",
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label="Brand Style"
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)
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variants_btn = gr.Button("Generate 3 Variants", variant="primary")
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with gr.Column(scale=2):
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selected_image = gr.Image(label="✅ Selected Image", type="pil")
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download_file = gr.File(label="📥 Download Selected Image")
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# Variant display
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with gr.Row():
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variant1 = gr.Image(label="Variant 1", interactive=True, height=200)
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variant2 = gr.Image(label="Variant 2", interactive=True, height=200)
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variant3 = gr.Image(label="Variant 3", interactive=True, height=200)
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variant_review = gr.Markdown()
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# Handle variant generation and selection
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def handle_variant_selection(img, prompt):
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if img is None:
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return None, None, ""
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download_bytes = image_to_bytes(img)
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word_count = len(prompt.split())
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quality = "Excellent" if word_count > 15 else "Good" if word_count > 8 else "Basic"
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review = f"""### ✅ Variant Selected
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**Image Quality:** {quality}
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**Prompt Analysis:** {word_count} descriptive words
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**Status:** Ready for download and use
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💡 **Tip:** This variant is optimized for professional marketing use.
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"""
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return img, download_bytes, review
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variants_btn.click(
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fn=lambda p, s: generate_variants(p, s),
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inputs=[multi_prompt, multi_style],
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outputs=[variant1, variant2, variant3]
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)
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# Connect variant selection
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variant1.select(
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fn=lambda img: handle_variant_selection(img, multi_prompt.value if 'multi_prompt' in locals() else ""),
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inputs=[variant1],
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outputs=[selected_image, download_file, variant_review]
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)
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variant2.select(
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fn=lambda img: handle_variant_selection(img, multi_prompt.value if 'multi_prompt' in locals() else ""),
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inputs=[variant2],
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outputs=[selected_image, download_file, variant_review]
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)
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variant3.select(
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fn=lambda img: handle_variant_selection(img, multi_prompt.value if 'multi_prompt' in locals() else ""),
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inputs=[variant3],
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outputs=[selected_image, download_file, variant_review]
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)
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with gr.Tab("🔍 Brand Tone Analyzer"):
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gr.Markdown("### Upload an existing image to analyze its brand tone")
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with gr.Row():
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with gr.Column(scale=1):
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uploaded_img = gr.Image(
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type="pil",
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label="Upload Marketing Image for Analysis",
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height=300
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)
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with gr.Column(scale=1):
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tone_analysis = gr.Markdown(
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value="*Upload an image to see brand tone analysis*"
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)
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uploaded_img.change(
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fn=detect_brand_tone,
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inputs=uploaded_img,
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outputs=tone_analysis
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)
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# Connect main generation function
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generate_btn.click(
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fn=generate_and_review,
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inputs=[prompt, style],
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outputs=[image_output, review_output]
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)
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# Footer
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gr.Markdown("""
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---
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**🤖 AI Marketing Agent System** | Agent1: Image Generation | Agent2: Quality Review | Built with Gradio
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""")
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if __name__ == "__main__":
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demo.launch()
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import gradio as gr
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from PIL import Image, ImageDraw, ImageFont
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import random
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def create_image(prompt, style):
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"""Create a demo image"""
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colors = {"Professional": "#3B82F6", "Creative": "#8B5CF6", "Minimalist": "#6B7280", "Corporate": "#1E40AF", "Modern": "#059669"}
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color = colors.get(style, "#3B82F6")
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rgb = tuple(int(color[i:i+2], 16) for i in (1, 4, 7))
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img = Image.new("RGB", (512, 512), rgb)
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draw = ImageDraw.Draw(img)
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font = ImageFont.load_default()
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draw.text((50, 200), "Marketing Image", fill="white", font=font)
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draw.text((50, 230), f"{style} Style", fill="white", font=font)
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draw.text((50, 260), prompt[:35] + "..." if len(prompt) > 35 else prompt, fill=(200, 200, 200), font=font)
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return img
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def generate_and_review(prompt, style):
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"""Generate image and review"""
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if not prompt.strip():
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return None, "Please enter a prompt"
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image = create_image(prompt, style)
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word_count = len(prompt.split())
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quality = "Excellent" if word_count > 15 else "Good" if word_count > 8 else "Basic"
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review = f"""**Agent Review Complete**
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Agent1: Generated {style.lower()} marketing image
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Agent2: Quality analysis complete
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Prompt Quality: {quality} ({word_count} words)
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Style: {style}
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Status: Ready for use
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Recommendation: {f"Great detail level!" if word_count > 15 else "Consider adding more descriptive details"}"""
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return image, review
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# Create simple interface
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with gr.Blocks(title="AI Marketing Generator") as demo:
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gr.Markdown("# 🎨 AI Marketing Image Generator")
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gr.Markdown("Agent1 creates → Agent2 reviews → Professional results")
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with gr.Row():
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with gr.Column():
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prompt = gr.Textbox(
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label="Marketing Image Description",
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placeholder="A professional team meeting in a modern office",
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lines=3
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)
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style = gr.Dropdown(
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choices=["Professional", "Creative", "Minimalist", "Corporate", "Modern"],
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value="Professional",
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label="Brand Style"
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)
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generate_btn = gr.Button("Generate Image", variant="primary")
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with gr.Column():
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image_output = gr.Image(label="Generated Image")
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review_output = gr.Markdown(value="Click Generate to see review")
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|
66 |
generate_btn.click(
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fn=generate_and_review,
|
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inputs=[prompt, style],
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69 |
outputs=[image_output, review_output]
|
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)
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71 |
|
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if __name__ == "__main__":
|
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demo.launch()
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