Delete v3.txt

v3.txt

@@ -1,827 +0,0 @@
-import gradio as gr
-import base64
-import requests
-import io
-from PIL import Image
-import json
-import os
-from together import Together
-import tempfile
-import uuid
-import time
-
-def encode_image_to_base64(image_path):
-    """Convert image to base64 encoding"""
-    with open(image_path, "rb") as image_file:
-        return base64.b64encode(image_file.read()).decode('utf-8')
-
-def analyze_single_image(client, img_path):
-    """Analyze a single image to identify ingredients"""
-    system_prompt = """You are a culinary expert AI assistant that specializes in identifying ingredients in images.
-    Your task is to analyze the provided image and list all the food ingredients you can identify.
-    Be specific and detailed about what you see. Only list ingredients, don't suggest recipes yet."""
-    
-    user_prompt = "Please identify all the food ingredients visible in this image. List each ingredient on a new line."
-    
-    try:
-        with open(img_path, "rb") as image_file:
-            base64_image = base64.b64encode(image_file.read()).decode('utf-8')
-            
-            content = [
-                {"type": "text", "text": user_prompt},
-                {
-                    "type": "image_url",
-                    "image_url": {
-                        "url": f"data:image/jpeg;base64,{base64_image}"
-                    }
-                }
-            ]
-            
-            response = client.chat.completions.create(
-                model="meta-llama/Llama-Vision-Free",
-                messages=[
-                    {"role": "system", "content": system_prompt},
-                    {"role": "user", "content": content}
-                ],
-                max_tokens=500,
-                temperature=0.2
-            )
-            
-            return response.choices[0].message.content
-    except Exception as e:
-        return f"Error analyzing image: {str(e)}"
-
-def format_ingredients_html(all_ingredients):
-    """Format the identified ingredients in HTML"""
-    html_content = """
-    <div class="ingredients-identified">
-        <h2>📋 Ingredients Identified</h2>
-    """
-    
-    for i, ingredients in enumerate(all_ingredients):
-        html_content += f"""
-        <div class="ingredient-group">
-            <h3>Image {i+1} Ingredients</h3>
-            <ul class="ingredient-list">
-        """
-        
-        # Split ingredients by new line and create list items
-        ingredient_lines = ingredients.strip().split('\n')
-        for line in ingredient_lines:
-            if line.strip():
-                html_content += f"<li>{line.strip()}</li>\n"
-                
-        html_content += """
-            </ul>
-        </div>
-        """
-    
-    html_content += "</div>"
-    return html_content
-
-def format_recipe_to_html(recipe_text):
-    """Convert the recipe text to formatted HTML"""
-    # Initialize the HTML content with the recipe suggestions header
-    html_content = """
-    <div class="recipe-suggestions">
-        <h2>🍽️ Recipe Suggestions</h2>
-    """
-    
-    # Split the text by recipe (assume recipes are separated by a recipe name heading)
-    recipe_sections = []
-    current_recipe = ""
-    lines = recipe_text.split('\n')
-    
-    # Process lines to identify recipe sections
-    for line in lines:
-        if line.strip().startswith(("Recipe ", "# ", "## ", "### ")):
-            # If we've collected some content for a recipe, save it
-            if current_recipe:
-                recipe_sections.append(current_recipe)
-                current_recipe = ""
-            
-        # Add line to current recipe
-        current_recipe += line + "\n"
-    
-    # Add the last recipe if exists
-    if current_recipe:
-        recipe_sections.append(current_recipe)
-    
-    # Process each recipe section into HTML
-    for recipe in recipe_sections:
-        if not recipe.strip():
-            continue
-            
-        html_content += '<div class="recipe-card">'
-        
-        lines = recipe.split('\n')
-        in_ingredients = False
-        in_instructions = False
-        
-        for line in lines:
-            # Handle recipe title
-            if any(x in line.lower() for x in ["recipe ", "# recipe"]) or line.strip().startswith(("# ", "## ")):
-                title = line.replace("#", "").replace("Recipe:", "").replace("Recipe", "").strip()
-                html_content += f'<h3 class="recipe-title">{title}</h3>\n'
-                continue
-                
-            # Handle description
-            if "description" in line.lower() and ":" in line:
-                description = line.split(":", 1)[1].strip()
-                html_content += f'<p class="recipe-description">{description}</p>\n'
-                continue
-                
-            # Start ingredients section
-            if "ingredients" in line.lower() and not in_ingredients:
-                in_ingredients = True
-                in_instructions = False
-                html_content += '<div class="recipe-ingredients">\n'
-                html_content += '<h4>Ingredients</h4>\n<ul>\n'
-                continue
-                
-            # Start instructions section
-            if any(x in line.lower() for x in ["instructions", "directions", "steps", "preparation"]) and not in_instructions:
-                if in_ingredients:
-                    html_content += '</ul>\n</div>\n'
-                    in_ingredients = False
-                
-                in_instructions = True
-                html_content += '<div class="recipe-instructions">\n'
-                html_content += '<h4>Instructions</h4>\n<ol>\n'
-                continue
-                
-            # Handle cooking time
-            if "cooking time" in line.lower() or "prep time" in line.lower() or "time" in line.lower():
-                if in_ingredients:
-                    html_content += '</ul>\n</div>\n'
-                    in_ingredients = False
-                if in_instructions:
-                    html_content += '</ol>\n</div>\n'
-                    in_instructions = False
-                
-                time_info = line.strip()
-                html_content += f'<p class="recipe-time"><strong>⏱️ {time_info}</strong></p>\n'
-                continue
-                
-            # Handle difficulty level
-            if "difficulty" in line.lower():
-                difficulty = line.strip()
-                html_content += f'<p class="recipe-difficulty"><strong>🔍 {difficulty}</strong></p>\n'
-                continue
-                
-            # Handle nutritional info
-            if "nutritional" in line.lower():
-                if in_ingredients:
-                    html_content += '</ul>\n</div>\n'
-                    in_ingredients = False
-                if in_instructions:
-                    html_content += '</ol>\n</div>\n'
-                    in_instructions = False
-                
-                html_content += '<div class="recipe-nutrition">\n'
-                html_content += f'<h4>{line.strip()}</h4>\n<ul>\n'
-                continue
-                
-            # Process ingredient line
-            if in_ingredients and line.strip() and not line.lower().startswith(("ingredients", "instructions")):
-                item = line.strip()
-                if item.startswith("- "):
-                    item = item[2:]
-                elif item.startswith("* "):
-                    item = item[2:]
-                    
-                if item:
-                    html_content += f'<li>{item}</li>\n'
-                continue
-                
-            # Process instruction line
-            if in_instructions and line.strip() and not line.lower().startswith(("ingredients", "instructions")):
-                step = line.strip()
-                if step.startswith("- "):
-                    step = step[2:]
-                elif step.startswith("* "):
-                    step = step[2:]
-                elif step.startswith(". "):
-                    step = step[2:]
-                elif step[0].isdigit() and step[1] in [".", ")"]:
-                    step = step[2:].strip()
-                    
-                if step:
-                    html_content += f'<li>{step}</li>\n'
-                continue
-                
-            # Process nutrition line
-            if "nutritional" in line.lower() and line.strip() and not line.startswith(("ingredients", "instructions")):
-                item = line.strip()
-                if item.startswith("- "):
-                    item = item[2:]
-                elif item.startswith("* "):
-                    item = item[2:]
-                    
-                if item and not item.lower().startswith("nutritional"):
-                    html_content += f'<li>{item}</li>\n'
-                continue
-        
-        # Close any open sections
-        if in_ingredients:
-            html_content += '</ul>\n</div>\n'
-        if in_instructions:
-            html_content += '</ol>\n</div>\n'
-            
-        html_content += '</div>\n'  # Close recipe card
-    
-    html_content += '</div>\n'  # Close recipe suggestions div
-    
-    return html_content
-
-def get_recipe_suggestions(api_key, image_paths, num_recipes=3, dietary_restrictions="None", cuisine_preference="Any"):
-    """Get recipe suggestions based on the uploaded images of ingredients"""
-    if not api_key:
-        return "Please provide your Together API key."
-    
-    if not image_paths or len(image_paths) == 0:
-        return "Please upload at least one image of ingredients."
-    
-    try:
-        client = Together(api_key=api_key)
-        
-        all_ingredients = []
-        for img_path in image_paths:
-            ingredients_text = analyze_single_image(client, img_path)
-            all_ingredients.append(ingredients_text)
-        
-        combined_ingredients = "\n\n".join([f"Image {i+1} ingredients:\n{ingredients}" 
-                                          for i, ingredients in enumerate(all_ingredients)])
-        
-        system_prompt = """You are a culinary expert AI assistant that specializes in creating recipes based on available ingredients.
-        You will be provided with lists of ingredients identified from multiple images. Your task is to suggest creative, 
-        detailed recipes that use as many of the identified ingredients as possible.
-        
-        For each recipe suggestion, include:
-        1. Recipe name
-        2. Brief description of the dish
-        3. Complete ingredients list (including estimated quantities and any additional staple ingredients that might be needed)
-        4. Step-by-step cooking instructions
-        5. Approximate cooking time
-        6. Difficulty level (Easy, Medium, Advanced)
-        7. Nutritional highlights
-        
-        Format each recipe clearly with headings for each section. Make sure to separate recipes clearly.
-        Consider any dietary restrictions and cuisine preferences mentioned by the user."""
-        
-        user_prompt = f"""Based on the following ingredients identified from multiple images, suggest {num_recipes} creative and delicious recipes.
-        
-        {combined_ingredients}
-        
-        Dietary restrictions to consider: {dietary_restrictions}
-        Cuisine preference: {cuisine_preference}
-        
-        Please be creative with your recipe suggestions and try to use ingredients from multiple images if possible."""
-        
-        response = client.chat.completions.create(
-            model="meta-llama/Llama-Vision-Free",
-            messages=[
-                {"role": "system", "content": system_prompt},
-                {"role": "user", "content": user_prompt}
-            ],
-            max_tokens=20000,
-            temperature=0.7
-        )
-        
-        recipe_text = response.choices[0].message.content
-        
-        # Format ingredients and recipes as HTML
-        ingredients_html = format_ingredients_html(all_ingredients)
-        recipes_html = format_recipe_to_html(recipe_text)
-        
-        # Combine HTML content
-        html_content = ingredients_html + "<hr>" + recipes_html
-        
-        # Create a downloadable HTML file with styling
-        full_html = create_downloadable_html(ingredients_html, recipes_html, dietary_restrictions, cuisine_preference)
-        
-        # Generate a unique filename for the downloadable HTML
-        timestamp = int(time.time())
-        file_name = f"recipes_{timestamp}.html"
-        file_path = os.path.join(tempfile.gettempdir(), file_name)
-        
-        with open(file_path, "w", encoding="utf-8") as f:
-            f.write(full_html)
-        
-        return [html_content, file_path]
-    except Exception as e:
-        return [f"Error: {str(e)}", None]
-
-def create_downloadable_html(ingredients_html, recipes_html, dietary_restrictions, cuisine_preference):
-    """Create a complete HTML document with styling for download"""
-    html = f"""<!DOCTYPE html>
-<html lang="en">
-<head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Your Personalized Recipes</title>
-    <style>
-        @import url('https://fonts.googleapis.com/css2?family=Poppins:wght@300;400;500;600;700&display=swap');
-        :root {{
-            --primary-color: #FF6F61;
-            --secondary-color: #4BB543;
-            --accent-color: #F0A500;
-            --background-color: #F4F4F9;
-            --text-color: #333333;
-            --card-background: #FFFFFF;
-            --border-radius: 12px;
-            --box-shadow: rgba(0, 0, 0, 0.1) 0px 4px 20px;
-        }}
-        body {{
-            font-family: 'Poppins', sans-serif;
-            background-color: var(--background-color);
-            color: var(--text-color);
-            margin: 0;
-            padding: 0;
-            line-height: 1.6;
-        }}
-        .container {{
-            max-width: 1000px;
-            margin: 0 auto;
-            padding: 20px;
-        }}
-        header {{
-            background-color: var(--primary-color);
-            color: white;
-            padding: 40px 20px;
-            text-align: center;
-            border-radius: 0 0 20px 20px;
-            margin-bottom: 30px;
-        }}
-        h1 {{
-            font-size: 2.5em;
-            margin-bottom: 10px;
-        }}
-        .recipe-info {{
-            display: flex;
-            justify-content: center;
-            gap: 20px;
-            margin-bottom: 20px;
-            flex-wrap: wrap;
-        }}
-        .info-badge {{
-            background-color: rgba(255, 255, 255, 0.2);
-            padding: 8px 16px;
-            border-radius: 20px;
-            font-size: 0.9em;
-        }}
-        .ingredients-identified, .recipe-suggestions {{
-            background-color: var(--card-background);
-            border-radius: var(--border-radius);
-            padding: 25px;
-            margin-bottom: 30px;
-            box-shadow: var(--box-shadow);
-        }}
-        h2 {{
-            color: var(--primary-color);
-            border-bottom: 2px solid var(--primary-color);
-            padding-bottom: 10px;
-            margin-top: 0;
-        }}
-        .ingredient-group {{
-            margin-bottom: 20px;
-        }}
-        h3 {{
-            color: var(--accent-color);
-            margin-bottom: 10px;
-        }}
-        .ingredient-list {{
-            list-style-type: disc;
-            padding-left: 20px;
-        }}
-        .recipe-card {{
-            background-color: #f9f9f9;
-            border-radius: var(--border-radius);
-            padding: 20px;
-            margin-bottom: 30px;
-            box-shadow: 0 2px 10px rgba(0, 0, 0, 0.05);
-        }}
-        .recipe-title {{
-            color: var(--secondary-color);
-            font-size: 1.8em;
-            margin-top: 0;
-            margin-bottom: 15px;
-        }}
-        .recipe-description {{
-            font-style: italic;
-            margin-bottom: 20px;
-            color: #666;
-        }}
-        .recipe-ingredients, .recipe-instructions, .recipe-nutrition {{
-            margin-bottom: 20px;
-        }}
-        .recipe-ingredients h4, .recipe-instructions h4, .recipe-nutrition h4 {{
-            color: var(--primary-color);
-            margin-bottom: 10px;
-        }}
-        .recipe-ingredients ul {{
-            list-style-type: disc;
-        }}
-        .recipe-instructions ol {{
-            padding-left: 20px;
-        }}
-        .recipe-instructions li {{
-            margin-bottom: 10px;
-        }}
-        .recipe-time, .recipe-difficulty {{
-            color: #666;
-            margin: 10px 0;
-        }}
-        hr {{
-            border: 0;
-            height: 1px;
-            background-image: linear-gradient(to right, rgba(0, 0, 0, 0), rgba(0, 0, 0, 0.2), rgba(0, 0, 0, 0));
-            margin: 30px 0;
-        }}
-        footer {{
-            text-align: center;
-            margin-top: 50px;
-            padding: 20px;
-            color: #666;
-            font-size: 0.9em;
-        }}
-    </style>
-</head>
-<body>
-    <header>
-        <h1>🍲 Your Personalized Recipes</h1>
-        <div class="recipe-info">
-            <span class="info-badge">Dietary: {dietary_restrictions}</span>
-            <span class="info-badge">Cuisine: {cuisine_preference}</span>
-            <span class="info-badge">Generated: {time.strftime("%Y-%m-%d")}</span>
-        </div>
-    </header>
-    
-    <div class="container">
-        {ingredients_html}
-        
-        <hr>
-        
-        {recipes_html}
-        
-        <footer>
-            <p>Generated by Visual Recipe Assistant</p>
-            <p>Powered by Meta's Llama-Vision-Free Model & Together AI</p>
-        </footer>
-    </div>
-</body>
-</html>
-"""
-    return html
-
-def update_gallery(files):
-    """Update the gallery with uploaded image paths"""
-    if not files or len(files) == 0:
-        return gr.update(visible=False)
-    return gr.update(value=files, visible=True)
-
-def process_recipe_request(api_key, files, num_recipes, dietary_restrictions, cuisine_preference):
-    """Process the recipe request with uploaded files"""
-    if not files:
-        return ["Please upload at least one image of ingredients.", None]
-    return get_recipe_suggestions(api_key, files, num_recipes, dietary_restrictions, cuisine_preference)
-
-custom_css = """
-@import url('https://fonts.googleapis.com/css2?family=Poppins:wght@300;400;500;600;700&display=swap');
-:root {
-    --primary-color: #FF6F61;  /* Warm coral */
-    --secondary-color: #4BB543;  /* Fresh green */
-    --accent-color: #F0A500;  /* Golden yellow */
-    --background-color: #F4F4F9;  /* Light grayish background */
-    --text-color: #333333;  /* Dark gray text */
-    --card-background: #FFFFFF;  /* White for cards */
-    --border-radius: 12px;
-    --font-family: 'Poppins', sans-serif;
-    --box-shadow: rgba(0, 0, 0, 0.1) 0px 4px 20px;
-    --hover-shadow: rgba(0, 0, 0, 0.15) 0px 8px 30px;
-}
-body {
-    font-family: var(--font-family);
-    background-color: var(--background-color);
-    color: var(--text-color);
-    margin: 0;
-    padding: 0;
-}
-.container {
-    width: 100%;
-    margin: 0 auto;
-    padding: 20px;
-}
-.app-header {
-    background-color: var(--primary-color);
-    color: white;
-    padding: 60px 20px;
-    text-align: center;
-    border-radius: 0 0 30px 30px;
-    box-shadow: var(--box-shadow);
-    width: 100%;
-}
-.app-title {
-    font-size: 2.8em;
-    font-weight: 700;
-    margin-bottom: 10px;
-}
-.app-subtitle {
-    font-size: 1.3em;
-    font-weight: 400;
-    max-width: 800px;
-    margin: 0 auto;
-}
-.input-section, .output-section {
-    background-color: var(--card-background);
-    border-radius: var(--border-radius);
-    padding: 30px;
-    box-shadow: var(--box-shadow);
-    margin-bottom: 30px;
-    width: 100%;
-}
-.section-header {
-    font-size: 1.6em;
-    font-weight: 600;
-    color: var(--text-color);
-    margin-bottom: 20px;
-    border-bottom: 2px solid var(--primary-color);
-    padding-bottom: 10px;
-}
-.section-header2 {
-    font-size: 1.6em;
-    font-weight: 600;
-    color: var(--text-color);
-    border-bottom: 2px solid var(--primary-color);
-    padding-bottom: 10px;
-}
-.image-upload-container {
-    border: 2px dashed var(--secondary-color);
-    padding: 40px;
-    text-align: center;
-    background-color: rgba(75, 181, 67, 0.1);
-    transition: all 0.3s ease;
-}
-.image-upload-container:hover {
-    border-color: var(--primary-color);
-    background-color: rgba(255, 111, 97, 0.1);
-}
-button.primary-button {
-    background-color: var(--primary-color);
-    color: white;
-    border: none;
-    padding: 16px 32px;
-    border-radius: 6px;
-    font-size: 1.1em;
-    cursor: pointer;
-    transition: all 0.3s ease;
-    width: 100%;
-    box-shadow: 0 2px 10px rgba(0, 0, 0, 0.1);
-}
-button.primary-button:hover {
-    background-color: #E15F52;
-    box-shadow: var(--hover-shadow);
-}
-button.download-button {
-    background-color: var(--secondary-color);
-    color: white;
-    border: none;
-    padding: 12px 24px;
-    border-radius: 6px;
-    font-size: 1em;
-    cursor: pointer;
-    transition: all 0.3s ease;
-    margin-top: 15px;
-    display: flex;
-    align-items: center;
-    justify-content: center;
-    gap: 8px;
-    margin-left: auto;
-    margin-right: auto;
-    margin-bottom: 25px !important;
-}
-button.download-button:hover {
-    background-color: #3da037;
-    box-shadow: var(--hover-shadow);
-}
-.gallery-container {
-    display: grid;
-    grid-template-columns: repeat(auto-fill, minmax(300px, 1fr));
-    gap: 20px;
-    margin-top: 30px;
-}
-.gallery-item {
-    border-radius: var(--border-radius);
-    overflow: hidden;
-    box-shadow: var(--box-shadow);
-    transition: transform 0.3s ease;
-    aspect-ratio: 1 / 1;
-    object-fit: cover;
-}
-.gallery-item:hover {
-    transform: scale(1.05);
-    box-shadow: var(--hover-shadow);
-}
-.recipe-output {
-    font-size: 1.2em;
-    line-height: 1.7;
-    color: var(--text-color);
-    max-height: 600px;
-    overflow-y: auto;
-    padding-right: 15px;
-}
-.ingredients-identified, .recipe-suggestions {
-    background-color: #f9f9f9;
-    border-radius: var(--border-radius);
-    padding: 20px;
-    margin-bottom: 20px;
-}
-.recipe-card {
-    background-color: white;
-    border-radius: var(--border-radius);
-    padding: 20px;
-    margin-bottom: 20px;
-    box-shadow: 0 2px 8px rgba(0, 0, 0, 0.05);
-}
-.recipe-title {
-    color: var(--secondary-color);
-    font-size: 1.8em;
-    margin-top: 0;
-    margin-bottom: 15px;
-}
-.recipe-description {
-    font-style: italic;
-    margin-bottom: 20px;
-    color: #666;
-}
-.recipe-ingredients, .recipe-instructions, .recipe-nutrition {
-    margin-bottom: 20px;
-}
-.recipe-ingredients h4, .recipe-instructions h4, .recipe-nutrition h4 {
-    color: var(--primary-color);
-    margin-bottom: 10px;
-}
-.footer {
-    background-color: var(--card-background);
-    padding: 40px 20px;
-    text-align: center;
-    color: var(--text-color);
-    font-size: 1.1em;
-    box-shadow: 0 -2px 10px rgba(0, 0, 0, 0.05);
-    width: 100%;
-}
-.footer-content {
-    max-width: 800px;
-    margin: 0 auto;
-}
-.footer-brand {
-    font-weight: 700;
-    color: var(--primary-color);
-}
-.footer-links a {
-    color: var(--secondary-color);
-    text-decoration: none;
-    margin: 0 15px;
-    transition: color 0.3s ease;
-}
-.footer-links a:hover {
-    color: var(--primary-color);
-}
-"""
-
-html_header = """
-<div class="app-header">
-    <div class="app-title">🍲 Visual Recipe Assistant</div>
-    <div class="app-subtitle">Upload images of ingredients you have on hand and get personalized recipe suggestions powered by AI</div>
-</div>
-"""
-
-html_footer = """
-<div class="footer">
-    <div class="footer-content">
-        <p><span class="footer-brand">🍲 Visual Recipe Assistant</span></p>
-        <p>Powered by Meta's Llama-Vision-Free Model & Together AI</p>
-        <p>Upload multiple ingredient images for more creative recipe combinations</p>
-        <div class="footer-links">
-            <a href="#" onclick="document.getElementById('how-to-use').scrollIntoView({ behavior: 'smooth' }); return false;">How It Works</a>
-            <a href="https://api.whatsapp.com/send/?phone=%2B8801719296601&text&type=phone_number&app_absent=0" target="_blank">Contact Us</a>
-        </div>
-    </div>
-</div>
-"""
-
-with gr.Blocks(css=custom_css) as app:
-    gr.HTML(html_header)
-
-    with gr.Accordion("How It Works", open=False, elem_id="how-to-use"):
-        gr.Markdown(""" 
-        ### Getting Started:
-        1. Enter your OpenAI API key in the field below and click "Set API Key"
-        2. Upload multiple PDF research papers (2 or more recommended)
-        3. Enter your review question or topic
-        4. Check the "Include Tables" option if you want the review to include comparison tables
-        5. Click "Generate Systematic Review" to start the process
-        6. After generation, you can download the review as HTML
-        
-        ### Tips for Best Results:
-        - Upload papers that are related to the same research topic or field
-        - Be specific in your review question to get more focused results
-        - The generated review will follow a systematic structure including research field identification, data extraction, analysis, and conclusions
-        - The more papers you upload, the more comprehensive the review will be
-        - The review will be formatted as a professional academic paper with proper sections and citations
-        """)
-    
-    # Store the generated html file path for download
-    html_file_path = gr.State(None)
-    
-    with gr.Row():
-        with gr.Column(scale=1):
-            with gr.Group(elem_classes="input-section"):
-                gr.HTML('<h3 class="section-header">API Configuration</h3>')
-                api_key_input = gr.Textbox(
-                    label="Together API Key", 
-                    placeholder="Enter your Together API key here...",
-                    type="password",
-                    elem_classes="input-group"
-                )
-                
-                gr.HTML('<h3 class="section-header">Upload Ingredients</h3>')
-                file_upload = gr.File(
-                    label="Upload images of ingredients",
-                    file_types=["image"],
-                    file_count="multiple",
-                    elem_classes="image-upload-container"
-                )
-                
-                image_input = gr.Gallery(
-                    label="Uploaded Ingredients", 
-                    elem_id="ingredient-gallery",
-                    columns=3,
-                    rows=2,
-                    height="auto",
-                    visible=False
-                )
-                
-                gr.HTML('<h3 class="section-header2">Recipe Preferences</h3>')
-                with gr.Row():
-                    num_recipes = gr.Slider(
-                        minimum=1, 
-                        maximum=5, 
-                        value=3, 
-                        step=1, 
-                        label="Number of Recipe Suggestions",
-                        elem_classes="input-group"
-                    )
-                
-                with gr.Row():
-                    with gr.Column():
-                        dietary_restrictions = gr.Dropdown(
-                            choices=["None", "Vegetarian", "Vegan", "Gluten-Free", "Dairy-Free", "Low-Carb", "Keto", "Paleo"],
-                            value="None",
-                            label="Dietary Restrictions",
-                            elem_classes="input-group"
-                        )
-                        
-                    with gr.Column():
-                        cuisine_preference = gr.Dropdown(
-                            choices=["Any", "Italian", "Asian", "Mexican", "Mediterranean", "Indian", "American", "French", "Middle Eastern"],
-                            value="Any",
-                            label="Cuisine Preference",
-                            elem_classes="input-group"
-                        )
-                
-                submit_button = gr.Button("Get Recipe Suggestions", elem_classes="primary-button")
-        
-        with gr.Column(scale=1):
-            with gr.Group(elem_classes="output-section"):
-                gr.HTML('<h3 class="section-header">Your Personalized Recipes</h3>')
-                output = gr.HTML(elem_classes="recipe-output")
-                download_button = gr.Button("📥 Download Recipes (See below to download)", elem_classes="download-button", visible=False, elem_id="download-button")
-    
-    gr.HTML(html_footer)
-    
-    # Update functions
-    def process_and_update_file_path(api_key, files, num_recipes, dietary_restrictions, cuisine_preference):
-        """Process recipe request and update file path state"""
-        result = process_recipe_request(api_key, files, num_recipes, dietary_restrictions, cuisine_preference)
-        html_content = result[0]
-        file_path = result[1]
-        return html_content, file_path, gr.update(visible=file_path is not None)
-    
-    file_upload.change(fn=update_gallery, inputs=file_upload, outputs=image_input)
-    
-    submit_button.click(
-        fn=process_and_update_file_path,
-        inputs=[api_key_input, file_upload, num_recipes, dietary_restrictions, cuisine_preference],
-        outputs=[output, html_file_path, download_button]
-    )
-    
-    # Handle download button click
-    download_button.click(
-        fn=lambda x: x,
-        inputs=html_file_path,
-        outputs=gr.File(label="Download Recipe HTML")
-    )
-
-if __name__ == "__main__":
-    app.launch()