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Create app.py
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app.py
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| 1 |
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import gradio as gr
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import google.generativeai as genai
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import os
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from dotenv import load_dotenv
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import time
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# Load environment variables from .env file if it exists
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load_dotenv()
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# Function to generate SEO plan with proper error handling
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def generate_seo_plan(topic, api_key, temperature=0.7, max_tokens=4000):
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# Input validation
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if not topic.strip():
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return "⚠️ Please enter a fermentation topic to generate an SEO plan."
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if not api_key.strip():
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return "⚠️ Please provide your Gemini API key."
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try:
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# Configure Gemini with the provided API key
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genai.configure(api_key=api_key)
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# Initialize the model
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model = genai.GenerativeModel(
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"gemini-1.5-pro",
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generation_config={
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"temperature": float(temperature),
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"max_output_tokens": max_tokens,
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"top_p": 0.95
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}
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)
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# Build the prompt
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prompt = build_prompt(topic)
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# Generate response
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response = model.generate_content(prompt)
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# Return formatted response
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return response.text
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except Exception as e:
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error_message = str(e)
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if "API key not valid" in error_message or "authentication" in error_message.lower():
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return "⚠️ API Key Error: The provided Gemini API key appears to be invalid. Please check your key and try again."
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elif "quota" in error_message.lower():
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return "⚠️ Quota Exceeded: Your Gemini API quota has been exceeded. Please check your Google AI Studio dashboard."
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else:
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return f"⚠️ Error: {error_message}"
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# Build enhanced SEO prompt for fermentation blog
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def build_prompt(topic):
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return f"""
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Act as an elite-level SEO strategist and content creator with deep expertise in food blogs, particularly fermentation. I run a blog about fermentation, and my primary goal is to increase organic traffic, educate beginners, and establish thought leadership. My target audience is beginners curious about home fermentation and health-conscious individuals.
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For the specific topic: '{topic}'
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Analyze and generate a comprehensive SEO content plan designed to rank highly on Google and provide exceptional user value. Ensure all outputs adhere to E-E-A-T principles.
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I require the following, formatted in clean markdown:
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1. **Strategic Keyword Analysis:**
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* **Primary Target Keyword:**
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* **Secondary Keywords:** 2-3 closely related, high-intent keywords.
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* **Long-Tail Keywords & User Questions:** 5-7 specific user-searched phrases.
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* **Semantic/LSI Keywords:** 5-7 contextually related terms.
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* **Search Intent Analysis:** (Informational, Commercial, etc.)
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2. **Competitive Landscape Overview (Top 3-5 Competitors):**
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* For each:
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* URL
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* Strengths
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* Weaknesses
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* Content angle/hook
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3. **Content Gaps & Unique Value Proposition:**
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* Missing topics or angles
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* Unique insights or differentiators for *my* blog
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4. **Optimized Blog Post Outline:**
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* **H1 Title:**
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* **Meta Description:** (under 160 characters)
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* **Full H2/H3 outline:**
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* **Suggested Visuals:** Where applicable
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5. **User-Focused FAQ Section:** 3–5 related to '{topic}'
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6. **Internal & External Linking Plan:**
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* **Internal:** 2-3 relevant articles with anchor suggestions
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* **External:** 1-2 reputable sources (.edu, .org, studies)
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7. **E-E-A-T Enhancements:**
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* 1-2 ways to show experience, trust, and authority in the content
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"""
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# Save API key to user's preferences
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def save_api_key(api_key):
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if api_key.strip():
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with open(".env", "w") as f:
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f.write(f"GEMINI_API_KEY={api_key}")
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return "✅ API key saved successfully!"
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return "⚠️ Please enter an API key to save"
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# Function to clear outputs
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def clear_outputs():
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return "", gr.update(value="")
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# Define theme for better visual experience
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custom_theme = gr.themes.Soft(
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primary_hue="green",
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secondary_hue="emerald",
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).set(
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body_text_color="#333333",
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block_title_text_weight="600",
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button_primary_background_fill="linear-gradient(90deg, #84cc16 0%, #22c55e 100%)",
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button_primary_background_fill_hover="linear-gradient(90deg, #22c55e 0%, #84cc16 100%)",
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button_primary_text_color="white",
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block_label_text_size="0.9rem",
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block_title_text_size="1.2rem"
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)
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# Main Gradio app
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with gr.Blocks(title="Fermentation SEO Assistant", theme=custom_theme) as app:
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# Header
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gr.Markdown("""
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# 🌱 Fermentation SEO Content Planner
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Generate comprehensive SEO plans for your fermentation blog posts using Google's Gemini 1.5 Pro.
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""")
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# API Key & Configuration Section
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with gr.Accordion("API Key & Settings", open=False):
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with gr.Row():
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api_key_input = gr.Textbox(
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label="Gemini API Key",
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placeholder="Enter your Google Gemini API key",
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value=os.getenv("GEMINI_API_KEY", ""),
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type="password"
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)
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save_btn = gr.Button("💾 Save Key")
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with gr.Row():
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temperature = gr.Slider(
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minimum=0.0,
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maximum=1.0,
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value=0.7,
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step=0.1,
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label="Temperature (Creativity)",
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info="Higher values = more creative, Lower values = more focused"
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)
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max_tokens = gr.Slider(
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minimum=1000,
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maximum=8000,
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value=4000,
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step=500,
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label="Max Output Length",
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info="Maximum number of tokens in the response"
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)
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save_btn.click(fn=save_api_key, inputs=api_key_input, outputs=gr.Textbox(label="Status"))
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# Main content
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with gr.Row():
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with gr.Column(scale=1):
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# Input section
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topic_input = gr.Textbox(
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label="🌶️ Your Fermentation Topic",
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placeholder="e.g., How to Make Kimchi at Home",
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lines=2
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)
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with gr.Row():
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generate_btn = gr.Button("✨ Generate SEO Plan", variant="primary")
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clear_btn = gr.Button("🔄 Clear", variant="secondary")
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# Example topics for quick selection
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gr.Examples(
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examples=[
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"Beginner's Guide to Fermenting Vegetables",
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"How to Make Kombucha at Home",
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"The Health Benefits of Fermented Foods",
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"Wild Fermentation: Using Natural Yeasts and Bacteria",
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"Troubleshooting Common Fermentation Problems"
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],
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inputs=topic_input,
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label="Example Topics"
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)
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with gr.Column(scale=2):
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# Output section with a visually appealing container
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with gr.Group():
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output_header = gr.Markdown("### Your SEO Plan Will Appear Here")
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seo_output = gr.Markdown()
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# Button actions
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generate_btn.click(
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fn=generate_seo_plan,
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inputs=[topic_input, api_key_input, temperature, max_tokens],
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outputs=seo_output,
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api_name="generate"
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)
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clear_btn.click(
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fn=clear_outputs,
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inputs=None,
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outputs=[topic_input, seo_output]
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)
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# Footer
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gr.Markdown("""
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---
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### 📘 How to Use
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1. Enter your Gemini API key in the settings section (get one from [Google AI Studio](https://aistudio.google.com/))
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2. Type in your fermentation topic or select from the examples
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3. Click "Generate SEO Plan" and watch the magic happen!
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### 🔑 API Key Security Note
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Your API key is stored locally in a .env file and is never shared with any servers except Google's API services.
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""")
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# Launch the app
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if __name__ == "__main__":
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app.launch(share=True)
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