Delete v2.txt
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v2.txt
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import gradio as gr
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import base64
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import requests
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import io
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from PIL import Image
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import json
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import os
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from together import Together
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import tempfile
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import uuid
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def encode_image_to_base64(image_path):
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"""Convert image to base64 encoding"""
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with open(image_path, "rb") as image_file:
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return base64.b64encode(image_file.read()).decode('utf-8')
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def analyze_single_image(client, img_path):
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"""Analyze a single image to identify ingredients"""
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system_prompt = """You are a culinary expert AI assistant that specializes in identifying ingredients in images.
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Your task is to analyze the provided image and list all the food ingredients you can identify.
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Be specific and detailed about what you see. Only list ingredients, don't suggest recipes yet."""
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user_prompt = "Please identify all the food ingredients visible in this image. List each ingredient on a new line."
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try:
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with open(img_path, "rb") as image_file:
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base64_image = base64.b64encode(image_file.read()).decode('utf-8')
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content = [
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{"type": "text", "text": user_prompt},
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{
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"type": "image_url",
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"image_url": {
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"url": f"data:image/jpeg;base64,{base64_image}"
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}
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}
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]
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response = client.chat.completions.create(
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model="meta-llama/Llama-Vision-Free",
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messages=[
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{"role": "system", "content": system_prompt},
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{"role": "user", "content": content}
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],
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max_tokens=500,
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temperature=0.2
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)
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return response.choices[0].message.content
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except Exception as e:
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return f"Error analyzing image: {str(e)}"
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def get_recipe_suggestions(api_key, image_paths, num_recipes=3, dietary_restrictions="None", cuisine_preference="Any"):
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"""Get recipe suggestions based on the uploaded images of ingredients"""
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if not api_key:
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return "Please provide your Together API key."
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if not image_paths or len(image_paths) == 0:
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return "Please upload at least one image of ingredients."
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try:
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client = Together(api_key=api_key)
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all_ingredients = []
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for img_path in image_paths:
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ingredients_text = analyze_single_image(client, img_path)
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all_ingredients.append(ingredients_text)
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combined_ingredients = "\n\n".join([f"Image {i+1} ingredients:\n{ingredients}"
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for i, ingredients in enumerate(all_ingredients)])
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system_prompt = """You are a culinary expert AI assistant that specializes in creating recipes based on available ingredients.
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You will be provided with lists of ingredients identified from multiple images. Your task is to suggest creative,
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detailed recipes that use as many of the identified ingredients as possible.
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For each recipe suggestion, include:
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1. Recipe name
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2. Brief description of the dish
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3. Complete ingredients list (including estimated quantities and any additional staple ingredients that might be needed)
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4. Step-by-step cooking instructions
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5. Approximate cooking time
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6. Difficulty level (Easy, Medium, Advanced)
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7. Nutritional highlights
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Consider any dietary restrictions and cuisine preferences mentioned by the user."""
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user_prompt = f"""Based on the following ingredients identified from multiple images, suggest {num_recipes} creative and delicious recipes.
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{combined_ingredients}
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Dietary restrictions to consider: {dietary_restrictions}
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Cuisine preference: {cuisine_preference}
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Please be creative with your recipe suggestions and try to use ingredients from multiple images if possible."""
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response = client.chat.completions.create(
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model="meta-llama/Llama-Vision-Free",
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messages=[
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{"role": "system", "content": system_prompt},
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{"role": "user", "content": user_prompt}
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],
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max_tokens=20000, #2048
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temperature=0.7
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)
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result = "## 📋 Ingredients Identified\n\n"
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result += combined_ingredients
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result += "\n\n---\n\n"
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result += "## 🍽️ Recipe Suggestions\n\n"
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result += response.choices[0].message.content
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return result
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except Exception as e:
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return f"Error: {str(e)}"
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def update_gallery(files):
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"""Update the gallery with uploaded image paths"""
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if not files or len(files) == 0:
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return gr.update(visible=False)
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return gr.update(value=files, visible=True)
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def process_recipe_request(api_key, files, num_recipes, dietary_restrictions, cuisine_preference):
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"""Process the recipe request with uploaded files"""
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if not files:
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return "Please upload at least one image of ingredients."
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return get_recipe_suggestions(api_key, files, num_recipes, dietary_restrictions, cuisine_preference)
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custom_css = """
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@import url('https://fonts.googleapis.com/css2?family=Poppins:wght@300;400;500;600;700&display=swap');
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:root {
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--primary-color: #FF6F61; /* Warm coral */
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--secondary-color: #4BB543; /* Fresh green */
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--accent-color: #F0A500; /* Golden yellow */
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--background-color: #F4F4F9; /* Light grayish background */
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--text-color: #333333; /* Dark gray text */
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--card-background: #FFFFFF; /* White for cards */
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--border-radius: 12px;
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--font-family: 'Poppins', sans-serif;
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--box-shadow: rgba(0, 0, 0, 0.1) 0px 4px 20px;
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--hover-shadow: rgba(0, 0, 0, 0.15) 0px 8px 30px;
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}
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body {
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font-family: var(--font-family);
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background-color: var(--background-color);
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color: var(--text-color);
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margin: 0;
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padding: 0;
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}
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.container {
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max-width: 1200px;
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margin: 0 auto;
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padding: 20px;
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}
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.app-header {
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background-color: var(--primary-color);
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color: white;
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padding: 60px 20px;
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text-align: center;
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border-radius: 0 0 30px 30px;
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box-shadow: var(--box-shadow);
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}
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.app-title {
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font-size: 2.8em;
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font-weight: 700;
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margin-bottom: 10px;
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}
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.app-subtitle {
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font-size: 1.3em;
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font-weight: 300;
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max-width: 800px;
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margin: 0 auto;
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}
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.input-section, .output-section {
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background-color: var(--card-background);
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border-radius: var(--border-radius);
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padding: 30px;
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box-shadow: var(--box-shadow);
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margin-bottom: 30px;
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}
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.section-header {
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font-size: 1.6em;
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font-weight: 600;
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color: var(--text-color);
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margin-bottom: 20px;
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border-bottom: 2px solid var(--primary-color);
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padding-bottom: 10px;
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}
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.section-header2 {
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font-size: 1.6em;
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font-weight: 600;
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color: var(--text-color);
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border-bottom: 2px solid var(--primary-color);
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padding-bottom: 10px;
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}
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.image-upload-container {
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border: 2px dashed var(--secondary-color);
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padding: 40px;
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text-align: center;
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background-color: rgba(75, 181, 67, 0.1);
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transition: all 0.3s ease;
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}
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.image-upload-container:hover {
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border-color: var(--primary-color);
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background-color: rgba(255, 111, 97, 0.1);
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}
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button.primary-button {
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background-color: var(--primary-color);
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color: white;
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border: none;
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padding: 16px 32px;
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border-radius: 6px;
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font-size: 1.1em;
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cursor: pointer;
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transition: all 0.3s ease;
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width: 100%;
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box-shadow: 0 2px 10px rgba(0, 0, 0, 0.1);
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}
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button.primary-button:hover {
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background-color: #E15F52;
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box-shadow: var(--hover-shadow);
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}
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.gallery-container {
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display: grid;
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grid-template-columns: repeat(auto-fill, minmax(300px, 1fr));
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gap: 20px;
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margin-top: 30px;
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}
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.gallery-item {
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border-radius: var(--border-radius);
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overflow: hidden;
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box-shadow: var(--box-shadow);
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transition: transform 0.3s ease;
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aspect-ratio: 1 / 1;
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object-fit: cover;
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}
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.gallery-item:hover {
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transform: scale(1.05);
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box-shadow: var(--hover-shadow);
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}
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.recipe-output {
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font-size: 1.2em;
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line-height: 1.7;
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color: var(--text-color);
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max-height: 600px;
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overflow-y: auto;
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padding-right: 15px;
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}
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.recipe-output h2 {
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color: var(--primary-color);
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margin-top: 30px;
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font-size: 2em;
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}
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.recipe-output h3 {
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color: var(--secondary-color);
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font-size: 1.5em;
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margin-top: 20px;
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}
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.loading-container {
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display: flex;
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flex-direction: column;
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justify-content: center;
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align-items: center;
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position: fixed;
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top: 0;
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left: 0;
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width: 100%;
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height: 100%;
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background-color: rgba(0, 0, 0, 0.5);
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z-index: 1000;
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opacity: 0;
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visibility: hidden;
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transition: opacity 0.3s ease, visibility 0.3s ease;
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}
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.loading-container.visible {
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opacity: 1;
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visibility: visible;
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}
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.loading-spinner {
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border: 8px solid #f3f3f3;
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border-top: 8px solid var(--primary-color);
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border-radius: 50%;
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width: 60px;
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height: 60px;
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animation: spin 1s linear infinite;
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}
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@keyframes spin {
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0% { transform: rotate(0deg); }
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100% { transform: rotate(360deg); }
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}
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.loading-text {
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color: white;
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font-size: 1.3em;
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margin-top: 20px;
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}
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.footer {
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background-color: var(--card-background);
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padding: 40px 20px;
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text-align: center;
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color: var(--text-color);
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font-size: 1.1em;
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box-shadow: 0 -2px 10px rgba(0, 0, 0, 0.05);
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}
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.footer-content {
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max-width: 800px;
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margin: 0 auto;
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}
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.footer-brand {
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font-weight: 700;
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color: var(--primary-color);
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}
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.footer-links a {
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color: var(--secondary-color);
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text-decoration: none;
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margin: 0 15px;
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transition: color 0.3s ease;
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}
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.footer-links a:hover {
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color: var(--primary-color);
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}
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"""
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html_header = """
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<div class="app-header">
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<div class="app-title">🍲 Visual Recipe Assistant</div>
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<div class="app-subtitle">Upload images of ingredients you have on hand and get personalized recipe suggestions powered by AI</div>
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</div>
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<div id="loading-overlay" class="loading-container">
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<div class="loading-spinner"></div>
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<div class="loading-text">Generating your recipes...</div>
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</div>
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<script>
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function showLoading() {
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document.getElementById('loading-overlay').classList.add('visible');
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}
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function hideLoading() {
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document.getElementById('loading-overlay').classList.remove('visible');
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}
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</script>
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"""
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html_footer = """
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<div class="footer">
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<div class="footer-content">
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<p><span class="footer-brand">🍲 Visual Recipe Assistant</span></p>
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<p>Powered by Meta's Llama-Vision-Free Model & Together AI</p>
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<p>Upload multiple ingredient images for more creative recipe combinations</p>
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<div class="footer-links">
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<a href="#" target="_blank">How It Works</a>
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<a href="#" target="_blank">Privacy Policy</a>
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<a href="#" target="_blank">Contact Us</a>
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</div>
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</div>
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</div>
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<script>
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document.addEventListener('DOMContentLoaded', function() {
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const submitBtn = document.querySelector('button.primary-button');
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if (submitBtn) {
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submitBtn.addEventListener('click', function() {
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showLoading();
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const output = document.querySelector('.recipe-output');
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// Check every second for output content
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const checkInterval = setInterval(function() {
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if (output && output.textContent.trim().length > 0) {
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hideLoading();
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clearInterval(checkInterval);
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clearTimeout(forceHideTimeout);
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}
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}, 60000);
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// Force hide after 120 seconds
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const forceHideTimeout = setTimeout(function() {
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hideLoading();
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clearInterval(checkInterval);
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}, 120000); // 120000 milliseconds = 120 seconds
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});
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}
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});
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</script>
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"""
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with gr.Blocks(css=custom_css) as app:
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gr.HTML(html_header)
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with gr.Row():
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with gr.Column(scale=1):
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with gr.Group(elem_classes="input-section"):
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gr.HTML('<h3 class="section-header">API Configuration</h3>')
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api_key_input = gr.Textbox(
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label="Together API Key",
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placeholder="Enter your Together API key here...",
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type="password",
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elem_classes="input-group"
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)
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gr.HTML('<h3 class="section-header">Upload Ingredients</h3>')
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| 396 |
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file_upload = gr.File(
|
| 397 |
-
label="Upload images of ingredients",
|
| 398 |
-
file_types=["image"],
|
| 399 |
-
file_count="multiple",
|
| 400 |
-
elem_classes="image-upload-container"
|
| 401 |
-
)
|
| 402 |
-
|
| 403 |
-
image_input = gr.Gallery(
|
| 404 |
-
label="Uploaded Ingredients",
|
| 405 |
-
elem_id="ingredient-gallery",
|
| 406 |
-
columns=3,
|
| 407 |
-
rows=2,
|
| 408 |
-
height="auto",
|
| 409 |
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visible=False
|
| 410 |
-
)
|
| 411 |
-
|
| 412 |
-
gr.HTML('<h3 class="section-header2">Recipe Preferences</h3>')
|
| 413 |
-
with gr.Row():
|
| 414 |
-
num_recipes = gr.Slider(
|
| 415 |
-
minimum=1,
|
| 416 |
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maximum=5,
|
| 417 |
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value=3,
|
| 418 |
-
step=1,
|
| 419 |
-
label="Number of Recipe Suggestions",
|
| 420 |
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elem_classes="input-group"
|
| 421 |
-
)
|
| 422 |
-
|
| 423 |
-
with gr.Row():
|
| 424 |
-
with gr.Column():
|
| 425 |
-
dietary_restrictions = gr.Dropdown(
|
| 426 |
-
choices=["None", "Vegetarian", "Vegan", "Gluten-Free", "Dairy-Free", "Low-Carb", "Keto", "Paleo"],
|
| 427 |
-
value="None",
|
| 428 |
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label="Dietary Restrictions",
|
| 429 |
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elem_classes="input-group"
|
| 430 |
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)
|
| 431 |
-
|
| 432 |
-
with gr.Column():
|
| 433 |
-
cuisine_preference = gr.Dropdown(
|
| 434 |
-
choices=["Any", "Italian", "Asian", "Mexican", "Mediterranean", "Indian", "American", "French", "Middle Eastern"],
|
| 435 |
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value="Any",
|
| 436 |
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label="Cuisine Preference",
|
| 437 |
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elem_classes="input-group"
|
| 438 |
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)
|
| 439 |
-
|
| 440 |
-
submit_button = gr.Button("Get Recipe Suggestions", elem_classes="primary-button")
|
| 441 |
-
|
| 442 |
-
with gr.Column(scale=1):
|
| 443 |
-
with gr.Group(elem_classes="output-section"):
|
| 444 |
-
gr.HTML('<h3 class="section-header">Your Personalized Recipes</h3>')
|
| 445 |
-
output = gr.Markdown(elem_classes="recipe-output")
|
| 446 |
-
|
| 447 |
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gr.HTML(html_footer)
|
| 448 |
-
|
| 449 |
-
file_upload.change(fn=update_gallery, inputs=file_upload, outputs=image_input)
|
| 450 |
-
|
| 451 |
-
submit_button.click(
|
| 452 |
-
fn=process_recipe_request,
|
| 453 |
-
inputs=[api_key_input, file_upload, num_recipes, dietary_restrictions, cuisine_preference],
|
| 454 |
-
outputs=output
|
| 455 |
-
)
|
| 456 |
-
|
| 457 |
-
if __name__ == "__main__":
|
| 458 |
-
app.launch()
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