Update app.py
Browse files
app.py
CHANGED
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@@ -17,11 +17,11 @@ def encode_image_to_base64(image_path):
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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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-
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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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@@ -54,10 +54,10 @@ def get_recipe_suggestions(api_key, image_paths, num_recipes=3, dietary_restrict
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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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-
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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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-
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try:
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client = Together(api_key=api_key)
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@@ -122,197 +122,194 @@ def update_gallery(files):
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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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-
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recipes = get_recipe_suggestions(api_key, files, num_recipes, dietary_restrictions, cuisine_preference)
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# Return both the recipe result and False to indicate loading is complete
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return recipes, gr.update(value=False)
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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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.image-upload-container {
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border: 2px dashed var(--secondary-color);
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border-radius: var(--border-radius);
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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
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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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@@ -321,6 +318,19 @@ html_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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"""
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html_footer = """
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@@ -336,14 +346,38 @@ html_footer = """
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</div>
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</div>
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</div>
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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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# Add a state variable to track loading state
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is_loading = gr.State(False)
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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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@@ -407,42 +441,14 @@ with gr.Blocks(css=custom_css) as app:
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gr.HTML('<h3 class="section-header">Your Personalized Recipes</h3>')
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output = gr.Markdown(elem_classes="recipe-output")
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# Loading overlay with spinner
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with gr.Row(visible=False) as loading_overlay:
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gr.HTML("""
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<div style="display: flex; flex-direction: column; justify-content: center; align-items: center; position: fixed; top: 0; left: 0; width: 100%; height: 100%; background-color: rgba(0, 0, 0, 0.5); z-index: 1000;">
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<div style="border: 8px solid #f3f3f3; border-top: 8px solid #FF6F61; border-radius: 50%; width: 60px; height: 60px; animation: spin 1s linear infinite;"></div>
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<div style="color: white; font-size: 1.3em; margin-top: 20px;">Generating your recipes...</div>
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</div>
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<style>
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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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</style>
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""")
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gr.HTML(html_footer)
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# Update gallery when files are uploaded
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file_upload.change(fn=update_gallery, inputs=file_upload, outputs=image_input)
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# Show loading overlay when submit button is clicked
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submit_button.click(
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fn=lambda: True,
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outputs=is_loading
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).then(
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fn=lambda x: gr.update(visible=x),
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inputs=is_loading,
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outputs=loading_overlay
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).then(
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fn=process_recipe_request,
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inputs=[api_key_input, file_upload, num_recipes, dietary_restrictions, cuisine_preference],
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outputs=
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).then(
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fn=lambda x: gr.update(visible=x),
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inputs=is_loading,
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outputs=loading_overlay
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)
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if __name__ == "__main__":
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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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+
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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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+
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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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"""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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+
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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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+
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try:
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client = Together(api_key=api_key)
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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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| 132 |
+
--secondary-color: #4BB543; /* Fresh green */
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+
--accent-color: #F0A500; /* Golden yellow */
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| 134 |
+
--background-color: #F4F4F9; /* Light grayish background */
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| 135 |
+
--text-color: #333333; /* Dark gray text */
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| 136 |
+
--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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.image-upload-container {
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border: 2px dashed var(--secondary-color);
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border-radius: var(--border-radius);
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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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| 198 |
+
background-color: rgba(255, 111, 97, 0.1);
|
| 199 |
}
|
| 200 |
button.primary-button {
|
| 201 |
+
background-color: var(--primary-color);
|
| 202 |
+
color: white;
|
| 203 |
+
border: none;
|
| 204 |
+
padding: 16px 32px;
|
| 205 |
+
border-radius: 6px;
|
| 206 |
+
font-size: 1.1em;
|
| 207 |
+
cursor: pointer;
|
| 208 |
+
transition: all 0.3s ease;
|
| 209 |
+
width: 100%;
|
| 210 |
+
box-shadow: 0 2px 10px rgba(0, 0, 0, 0.1);
|
| 211 |
}
|
| 212 |
button.primary-button:hover {
|
| 213 |
+
background-color: #E15F52;
|
| 214 |
+
box-shadow: var(--hover-shadow);
|
| 215 |
}
|
| 216 |
.gallery-container {
|
| 217 |
+
display: grid;
|
| 218 |
+
grid-template-columns: repeat(auto-fill, minmax(300px, 1fr));
|
| 219 |
+
gap: 20px;
|
| 220 |
+
margin-top: 30px;
|
| 221 |
}
|
| 222 |
.gallery-item {
|
| 223 |
+
border-radius: var(--border-radius);
|
| 224 |
+
overflow: hidden;
|
| 225 |
+
box-shadow: var(--box-shadow);
|
| 226 |
+
transition: transform 0.3s ease;
|
| 227 |
+
aspect-ratio: 1 / 1;
|
| 228 |
+
object-fit: cover;
|
| 229 |
}
|
| 230 |
.gallery-item:hover {
|
| 231 |
+
transform: scale(1.05);
|
| 232 |
+
box-shadow: var(--hover-shadow);
|
| 233 |
}
|
| 234 |
.recipe-output {
|
| 235 |
+
font-size: 1.2em;
|
| 236 |
+
line-height: 1.7;
|
| 237 |
+
color: var(--text-color);
|
| 238 |
+
max-height: 600px;
|
| 239 |
+
overflow-y: auto;
|
| 240 |
+
padding-right: 15px;
|
| 241 |
}
|
| 242 |
.recipe-output h2 {
|
| 243 |
+
color: var(--primary-color);
|
| 244 |
+
margin-top: 30px;
|
| 245 |
+
font-size: 2em;
|
| 246 |
}
|
| 247 |
.recipe-output h3 {
|
| 248 |
+
color: var(--secondary-color);
|
| 249 |
+
font-size: 1.5em;
|
| 250 |
+
margin-top: 20px;
|
| 251 |
}
|
| 252 |
.loading-container {
|
| 253 |
+
display: flex;
|
| 254 |
+
flex-direction: column;
|
| 255 |
+
justify-content: center;
|
| 256 |
+
align-items: center;
|
| 257 |
+
position: fixed;
|
| 258 |
+
top: 0;
|
| 259 |
+
left: 0;
|
| 260 |
+
width: 100%;
|
| 261 |
+
height: 100%;
|
| 262 |
+
background-color: rgba(0, 0, 0, 0.5);
|
| 263 |
+
z-index: 1000;
|
| 264 |
+
opacity: 0;
|
| 265 |
+
visibility: hidden;
|
| 266 |
+
transition: opacity 0.3s ease, visibility 0.3s ease;
|
| 267 |
}
|
| 268 |
.loading-container.visible {
|
| 269 |
+
opacity: 1;
|
| 270 |
+
visibility: visible;
|
| 271 |
}
|
| 272 |
.loading-spinner {
|
| 273 |
+
border: 8px solid #f3f3f3;
|
| 274 |
+
border-top: 8px solid var(--primary-color);
|
| 275 |
+
border-radius: 50%;
|
| 276 |
+
width: 60px;
|
| 277 |
+
height: 60px;
|
| 278 |
+
animation: spin 60s linear infinite;
|
| 279 |
}
|
| 280 |
@keyframes spin {
|
| 281 |
+
0% { transform: rotate(0deg); }
|
| 282 |
+
100% { transform: rotate(360deg); }
|
| 283 |
}
|
| 284 |
.loading-text {
|
| 285 |
+
color: white;
|
| 286 |
+
font-size: 1.3em;
|
| 287 |
+
margin-top: 20px;
|
| 288 |
}
|
| 289 |
.footer {
|
| 290 |
+
background-color: var(--card-background);
|
| 291 |
+
padding: 40px 20px;
|
| 292 |
+
text-align: center;
|
| 293 |
+
color: var(--text-color);
|
| 294 |
+
font-size: 1.1em;
|
| 295 |
+
box-shadow: 0 -2px 10px rgba(0, 0, 0, 0.05);
|
| 296 |
}
|
| 297 |
.footer-content {
|
| 298 |
+
max-width: 800px;
|
| 299 |
+
margin: 0 auto;
|
| 300 |
}
|
| 301 |
.footer-brand {
|
| 302 |
+
font-weight: 700;
|
| 303 |
+
color: var(--primary-color);
|
| 304 |
}
|
| 305 |
.footer-links a {
|
| 306 |
+
color: var(--secondary-color);
|
| 307 |
+
text-decoration: none;
|
| 308 |
+
margin: 0 15px;
|
| 309 |
+
transition: color 0.3s ease;
|
| 310 |
}
|
| 311 |
.footer-links a:hover {
|
| 312 |
+
color: var(--primary-color);
|
| 313 |
}
|
| 314 |
"""
|
| 315 |
|
|
|
|
| 318 |
<div class="app-title">🍲 Visual Recipe Assistant</div>
|
| 319 |
<div class="app-subtitle">Upload images of ingredients you have on hand and get personalized recipe suggestions powered by AI</div>
|
| 320 |
</div>
|
| 321 |
+
<div id="loading-overlay" class="loading-container">
|
| 322 |
+
<div class="loading-spinner"></div>
|
| 323 |
+
<div class="loading-text">Generating your recipes...</div>
|
| 324 |
+
</div>
|
| 325 |
+
<script>
|
| 326 |
+
function showLoading() {
|
| 327 |
+
document.getElementById('loading-overlay').classList.add('visible');
|
| 328 |
+
}
|
| 329 |
+
|
| 330 |
+
function hideLoading() {
|
| 331 |
+
document.getElementById('loading-overlay').classList.remove('visible');
|
| 332 |
+
}
|
| 333 |
+
</script>
|
| 334 |
"""
|
| 335 |
|
| 336 |
html_footer = """
|
|
|
|
| 346 |
</div>
|
| 347 |
</div>
|
| 348 |
</div>
|
| 349 |
+
<script>
|
| 350 |
+
document.addEventListener('DOMContentLoaded', function() {
|
| 351 |
+
const submitBtn = document.querySelector('button.primary-button');
|
| 352 |
+
if (submitBtn) {
|
| 353 |
+
submitBtn.addEventListener('click', function() {
|
| 354 |
+
showLoading();
|
| 355 |
+
setTimeout(function() {
|
| 356 |
+
const output = document.querySelector('.recipe-output');
|
| 357 |
+
if (output && output.textContent.trim().length > 0) {
|
| 358 |
+
hideLoading();
|
| 359 |
+
} else {
|
| 360 |
+
const checkInterval = setInterval(function() {
|
| 361 |
+
if (output && output.textContent.trim().length > 0) {
|
| 362 |
+
hideLoading();
|
| 363 |
+
clearInterval(checkInterval);
|
| 364 |
+
}
|
| 365 |
+
}, 1000);
|
| 366 |
+
setTimeout(function() {
|
| 367 |
+
hideLoading();
|
| 368 |
+
clearInterval(checkInterval);
|
| 369 |
+
}, 30000);
|
| 370 |
+
}
|
| 371 |
+
}, 3000);
|
| 372 |
+
});
|
| 373 |
+
}
|
| 374 |
+
});
|
| 375 |
+
</script>
|
| 376 |
"""
|
| 377 |
|
| 378 |
with gr.Blocks(css=custom_css) as app:
|
| 379 |
gr.HTML(html_header)
|
| 380 |
|
|
|
|
|
|
|
|
|
|
| 381 |
with gr.Row():
|
| 382 |
with gr.Column(scale=1):
|
| 383 |
with gr.Group(elem_classes="input-section"):
|
|
|
|
| 441 |
gr.HTML('<h3 class="section-header">Your Personalized Recipes</h3>')
|
| 442 |
output = gr.Markdown(elem_classes="recipe-output")
|
| 443 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 444 |
gr.HTML(html_footer)
|
| 445 |
+
|
|
|
|
| 446 |
file_upload.change(fn=update_gallery, inputs=file_upload, outputs=image_input)
|
| 447 |
|
|
|
|
| 448 |
submit_button.click(
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 449 |
fn=process_recipe_request,
|
| 450 |
inputs=[api_key_input, file_upload, num_recipes, dietary_restrictions, cuisine_preference],
|
| 451 |
+
outputs=output
|
|
|
|
|
|
|
|
|
|
|
|
|
| 452 |
)
|
| 453 |
|
| 454 |
if __name__ == "__main__":
|