Update app.py
Browse files
app.py
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import gradio as gr
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import os
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import google.generativeai as genai
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from bs4 import BeautifulSoup
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import
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import
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import html
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#
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return text
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#
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summary_prompt = f"""
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You are an expert content summarizer specializing in fermentation topics.
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Please create a concise summary of the following content, focusing on the main points,
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techniques, and unique aspects of the fermentation process described:
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{content_text[:8000]} # Limiting to first 8000 chars for summary
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"""
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summary_response = model.generate_content(summary_prompt)
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summary = summary_response.text
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# Prepare style instructions
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style_instruction = ", ".join(styles)
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if emotional_tone:
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style_instruction += f" with a {emotional_tone} emotional tone"
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# Platform-specific formatting
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if platform == "Reddit":
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platform_instruction = "Format this as a Reddit post with a catchy title, engaging introduction, clear sections, and end with a question to encourage comments."
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else: # Quora
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platform_instruction = "Format this as a Quora answer that demonstrates expertise, provides personal experience, includes detailed steps, and shows passion for fermentation."
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# Main generation prompt
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prompt = f"""
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You are an expert content creator specializing in fermentation topics.
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Create a {platform} post about fermentation based on the following content summary.
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Use a {style_instruction} writing style.
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Write the post as if you have personally tried or experienced this fermentation technique/recipe.
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Include sensory details (how it looked, tasted, smelled), challenges you faced, and results.
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The post should feel authentic, like it's written by a real fermentation enthusiast sharing their experience, not like marketing material.
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Content summary to base the post on:
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{summary}
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Special instructions:
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1. {platform_instruction}
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2. Include a compelling title
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3. Be specific and detailed about the fermentation process
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4. Use conversational language that would engage the {platform} community
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5. End with a question or call for the community to share their experiences
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Structure the response with:
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TITLE: [Your generated title]
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[The body of your post]
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"""
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response = model.generate_content(prompt)
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return response.text
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title_match = re.search(r'TITLE:\s*(.*?)(?:\n\n|\n|$)', generated_text)
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title = title_match.group(1) if title_match else "Generated Post"
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# Remove the title part to get the body
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body = re.sub(r'TITLE:\s*.*?(?:\n\n|\n|$)', '', generated_text, count=1, flags=re.DOTALL).strip()
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return title, body
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<
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<head>
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<title>{html.escape(title)}</title>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<style>
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body {{ font-family: Arial, sans-serif; line-height: 1.6; max-width: 800px; margin: 0 auto; padding: 20px; }}
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h1 {{ color: #333; }}
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.post-body {{ margin-top: 20px; }}
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.post-meta {{ color: #666; font-size: 0.9em; margin-bottom: 20px; }}
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</style>
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</head>
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<body>
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<h1>{html.escape(title)}</h1>
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<div class="post-meta">Generated on {datetime.datetime.now().strftime('%Y-%m-%d')} for {html.escape(platform_choice)}</div>
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<div class="post-body">
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{body.replace('\n', '<br>')}
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</div>
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</body>
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</html>
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"""
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#
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try:
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html_output = create_html_output(title, body)
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text_output = f"{title}\n\n{body}"
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return f"## {title}\n\n{body}", title, body, html_output, text_output
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except Exception as e:
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return f"Error: {str(e)}", None, None, None, None
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# Define the Gradio interface
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with gr.Blocks(title="Fermentation Content Generator") as app:
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gr.Markdown("# 🧪 Fermentation Content Generator for Reddit & Quora")
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gr.Markdown("Upload your fermentation content HTML file and generate engaging posts optimized for Reddit or Quora.")
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with gr.Row():
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platform_choice = gr.Radio(
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label="Choose Platform",
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choices=["Reddit", "Quora"],
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value="Reddit"
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)
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with gr.Accordion("Style Options"):
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gr.Markdown("Select the writing style:")
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with gr.Row():
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humanized = gr.Checkbox(label="Humanized", value=True)
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friendly = gr.Checkbox(label="Friendly", value=True)
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storytelling = gr.Checkbox(label="Personal/Storytelling", value=True)
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emotional_tone = gr.Dropdown(
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label="Emotional Tone",
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choices=["Curious", "Enthusiastic", "Skeptical", "Inspiring", "Helpful", "None"],
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value="Enthusiastic"
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)
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generate_btn = gr.Button("Generate Post", variant="primary")
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with gr.Column(scale=2):
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# Output section
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gr.Markdown("### 2. Generated Post Preview")
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output = gr.Markdown(label="Generated Post")
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with gr.Accordion("Post Details", open=False):
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title_output = gr.Textbox(label="Title")
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body_output = gr.Textbox(label="Body", lines=10)
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with gr.Row():
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html_download = gr.File(label="Download as HTML")
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text_download = gr.File(label="Download as Text")
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# Process when button is clicked
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generate_btn.click(
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fn=process_upload,
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inputs=[html_file, api_key, platform_choice, humanized, friendly, storytelling, emotional_tone],
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outputs=[output, title_output, body_output, html_download, text_download]
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)
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# Examples and tips
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with gr.Accordion("Tips & Examples", open=False):
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gr.Markdown("""
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### Tips for Best Results
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1. **Content Quality**: Ensure your HTML file contains comprehensive information about the fermentation process.
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2. **File Size**: For optimal results, keep your HTML file under 100KB.
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3. **Style Selection**: Experiment with different style combinations to find what works best for your target audience.
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4. **Emotional Tones**:
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- **Curious**: Good for experimental fermentation techniques
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- **Enthusiastic**: Works well for successful recipes and projects
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- **Skeptical**: Useful for discussing common myths or challenges
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- **Inspiring**: Great for showcasing transformative projects or health benefits
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- **Helpful**: Best for educational content and guides
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### Example Content
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Your HTML content should ideally include:
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- Detailed fermentation process
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- Ingredients and equipment used
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- Timeline and observations
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- Results and flavor notes
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- Any troubleshooting tips
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""")
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#
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import gradio as gr
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from bs4 import BeautifulSoup
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import json
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import requests
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# ---------------------------
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# Gemini API Setup (User will insert their own key manually)
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# ---------------------------
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GEMINI_API_KEY = "YOUR_GEMINI_API_KEY_HERE" # Replace manually
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GEMINI_API_URL = "https://generativelanguage.googleapis.com/v1beta/models/gemini-1.5-pro:generateContent"
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# ---------------------------
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# Tone Options
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# ---------------------------
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TONE_OPTIONS = ["Friendly", "Humanized", "Engaging", "Funny", "Emotional"]
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# ---------------------------
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# Function to extract main content from HTML
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# ---------------------------
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def extract_main_content(html_file):
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soup = BeautifulSoup(html_file, "html.parser")
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article = soup.find("article") or soup.body
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text = article.get_text(separator="\n", strip=True) if article else ""
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return text
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# ---------------------------
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# Prompt builder
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# ---------------------------
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def build_prompt(text, tones, platform):
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tone_str = ", ".join(tones)
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return f"""
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You are a skilled content writer. Based on the content below, generate a post for {platform}.
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The post should feel like someone sharing a personal experience or story related to the topic.
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Make it {tone_str.lower()}, natural, and relatable. Include a catchy title to hook readers, and a body that encourages responses.
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---
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{text}
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---
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Return in this format:
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Title: <catchy title>
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Body:
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<post body text>
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"""
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# ---------------------------
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# Function to call Gemini
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# ---------------------------
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def generate_post(text, tones, platform):
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headers = {"Content-Type": "application/json"}
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prompt = build_prompt(text, tones, platform)
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data = {
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"contents": [{"parts": [{"text": prompt}]}]
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}
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response = requests.post(
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f"{GEMINI_API_URL}?key={GEMINI_API_KEY}",
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headers=headers,
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data=json.dumps(data)
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)
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result = response.json()
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try:
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return result["candidates"][0]["content"]["parts"][0]["text"]
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except:
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return "Error generating content. Check your API key or prompt."
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# ---------------------------
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# Gradio UI
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# ---------------------------
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def app_interface(html_file, tones, platform_choice):
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if not html_file:
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return "Please upload an HTML blog post."
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html_content = html_file.read().decode("utf-8")
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main_text = extract_main_content(html_content)
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if not main_text:
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return "Couldn't extract content from file. Ensure it's a valid HTML blog post."
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output = generate_post(main_text, tones, platform_choice)
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return output
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# Gradio Blocks UI
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with gr.Blocks() as demo:
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gr.Markdown("# Reddit & Quora Post Generator 🧠")
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gr.Markdown("Upload your HTML blog post and get ready-to-publish content for Reddit or Quora, written in a human, friendly tone.")
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with gr.Row():
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html_input = gr.File(label="Upload HTML Blog Post", file_types=[".html"])
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tone_checkboxes = gr.CheckboxGroup(label="Choose Tones", choices=TONE_OPTIONS, value=["Friendly", "Humanized"])
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platform_radio = gr.Radio(label="Target Platform", choices=["Reddit", "Quora"], value="Reddit")
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generate_button = gr.Button("Generate Post")
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output_box = gr.Textbox(label="Generated Post", lines=20, interactive=True)
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generate_button.click(app_interface, inputs=[html_input, tone_checkboxes, platform_radio], outputs=output_box)
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# ---------------------------
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# Launch App
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# ---------------------------
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demo.launch()
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