Update app.py

app.py

@@ -1,49 +1,320 @@
+from flask import Flask, render_template, request, jsonify
+import os, re, json
 
-import gradio as gr
-from transformers import pipeline, AutoModelForSequenceClassification, AutoTokenizer
+app = Flask(__name__)
 
-# Load Whisper for ASR
-asr_pipeline = pipeline("automatic-speech-recognition", model="openai/whisper-large-v3")
+# ────────────────────────── 1. CONFIGURATION ──────────────────────────
+# Domains that commonly block iframes
+BLOCKED_DOMAINS = [
+    "naver.com", "daum.net", "google.com",
+    "facebook.com", "instagram.com", "kakao.com",
+    "ycombinator.com"
+]
 
-# Load Grammar Scoring Model (CoLA)
-cola_model = AutoModelForSequenceClassification.from_pretrained("textattack/roberta-base-CoLA")
-cola_tokenizer = AutoTokenizer.from_pretrained("textattack/roberta-base-CoLA")
-grammar_pipeline = pipeline("text-classification", model=cola_model, tokenizer=cola_tokenizer)
+# ────────────────────────── 2. CURATED CATEGORIES ──────────────────────────
+CATEGORIES = {
+    "Popular": [
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-REAL",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored",
+        "https://huggingface.co/spaces/Dagfinn1962/Midjourney-Free", ####        
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-photo",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-video2", 
+        "https://huggingface.co/spaces/Heartsync/Novel-NSFW",
 
-# Load Grammar Correction Model (T5)
-correction_pipeline = pipeline("text2text-generation", model="vennify/t5-base-grammar-correction")
-
-def process_audio(audio):
-    if audio is None:
-        return "No audio provided.", "", ""
+        "https://huggingface.co/spaces/erax/EraX-NSFW-V1.0", ###
+        "https://huggingface.co/spaces/yoinked/da_nsfw_checker", #####
+        "https://huggingface.co/spaces/LearningnRunning/adult_image_detector", ###        
+    ],
+    "BEST": [
+        "https://huggingface.co/spaces/Heartsync/adult", 
+        "https://huggingface.co/spaces/ginigen/Flux-VIDEO",               
+        "https://huggingface.co/spaces/openfree/DreamO-video",        
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-video",
+        "https://huggingface.co/spaces/Heartsync/NSFW-novels",        
+        "https://huggingface.co/spaces/fantaxy/fantasy-novel",     
+    
+    ],
+    
+    "TEXT generate": [
+        "https://huggingface.co/spaces/Heartsync/Novel-NSFW",
+        "https://huggingface.co/spaces/fantaxy/fantasy-novel",
+        "https://huggingface.co/spaces/Heartsync/NSFW-novels",
+    ],
+    
+    "TEXT TO IMAGE": [
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-photo",
+        "https://huggingface.co/spaces/Heartsync/adult",          
+        "https://huggingface.co/spaces/Heartsync/NSFW-novels",     
+        "https://huggingface.co/spaces/IbarakiDouji/WAI-NSFW-illustrious-SDXL", ###       
+        "https://huggingface.co/spaces/armen425221356/UnfilteredAI-NSFW-gen-v2_self_parms", ####        
+    
+    ],
+    "IMAGE TO VIDEO": [
+        "https://huggingface.co/spaces/Heartsync/adult",     
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-video",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-video2",        
+        "https://huggingface.co/spaces/openfree/DreamO-video",   
+        "https://huggingface.co/spaces/Heartsync/wan2-1-fast-security",       
+        "https://huggingface.co/spaces/ginigen/Flux-VIDEO",   
+        "https://huggingface.co/spaces/Heartsync/WAN-VIDEO-AUDIO",           
+    ],
 
-    # Step 1: Transcription
-    transcription = asr_pipeline(audio)["text"]
+    "IMAGE IN/OUT-PAINTING": [
+        "https://huggingface.co/spaces/ginigen/FLUX-Ghibli-LoRA2",
+        "https://huggingface.co/spaces/davecarrau/nsfw-face-swap",         ###
+        "https://huggingface.co/spaces/VIDraft/ReSize-Image-Outpainting",
+        "https://huggingface.co/spaces/aiqcamp/REMOVAL-TEXT-IMAGE",          
+        "https://huggingface.co/spaces/ginigen/MagicFace-V3",          
+        "https://huggingface.co/spaces/openfree/ColorRevive",
+        "https://huggingface.co/spaces/ginigen/VisualCloze",        
+        "https://huggingface.co/spaces/fantos/textcutobject",    
+        
+    ],
+    
+    "Extension": [
+        "https://huggingface.co/spaces/erax/EraX-NSFW-V1.0", ###
+        "https://huggingface.co/spaces/yoinked/da_nsfw_checker", #####
+        "https://huggingface.co/spaces/LearningnRunning/adult_image_detector", ###
+        
+        "https://huggingface.co/spaces/VIDraft/ACE-Singer",        
+        "https://huggingface.co/spaces/VIDraft/Voice-Clone-Podcast",
+        "https://huggingface.co/spaces/ginigen/VoiceClone-TTS",
+        "https://huggingface.co/spaces/openfree/Multilingual-TTS",
+        "https://huggingface.co/spaces/fantaxy/Sound-AI-SFX",
+        "https://huggingface.co/spaces/ginigen/SFX-Sound-magic",
+        "https://huggingface.co/spaces/fantaxy/Remove-Video-Background",
+        "https://huggingface.co/spaces/VIDraft/stable-diffusion-3.5-large-turboX",        
 
-    # Step 2: Grammar Scoring
-    score_output = grammar_pipeline(transcription)[0]
-    label = score_output["label"]
-    confidence = score_output["score"]
+        "https://huggingface.co/spaces/aiqtech/imaginpaint",
+        "https://huggingface.co/spaces/openfree/ultpixgen",        
+#        "https://huggingface.co/spaces/ginipick/Change-Hair",          
+#        "https://huggingface.co/spaces/ginigen/Every-Text",
+        
+    ],
+    
+    "Utility": [  
+        "https://huggingface.co/spaces/openfree/Chart-GPT",
+        "https://huggingface.co/spaces/ginipick/AI-BOOK",          
+        "https://huggingface.co/spaces/openfree/Live-Podcast",
+        "https://huggingface.co/spaces/openfree/AI-Podcast",
+        "https://huggingface.co/spaces/ginipick/FLUXllama",        
+        "https://huggingface.co/spaces/VIDraft/Polaroid-Style",
+        "https://huggingface.co/spaces/ginigen/text3d-r1",        
+        "https://huggingface.co/spaces/openfree/Naming",    
+        "https://huggingface.co/spaces/ginigen/3D-LLAMA-V1",  
+        "https://huggingface.co/spaces/fantaxy/flx-pulid",        
+    ],        
+}
 
-    # Step 3: Grammar Correction
-    corrected = correction_pipeline(transcription, max_length=128)[0]["generated_text"]
+# ────────────────────────── 3. URL HELPERS ──────────────────────────
+def direct_url(hf_url):
+    m = re.match(r"https?://huggingface\.co/spaces/([^/]+)/([^/?#]+)", hf_url)
+    if not m:
+        return hf_url
+    owner, name = m.groups()
+    owner = owner.lower()
+    name = name.replace('.', '-').replace('_', '-').lower()
+    return f"https://{owner}-{name}.hf.space"
 
-    return transcription, f"{label} ({confidence:.2f})", corrected
+def screenshot_url(url):
+    return f"https://image.thum.io/get/fullpage/{url}"
 
-demo = gr.Interface(
-    fn=process_audio,
-    inputs=gr.Audio(sources=["microphone", "upload"], type="filepath", label="🎤 Speak or Upload Audio (.wav)"),
-    outputs=[
-        gr.Textbox(label="📝 Transcription"),
-        gr.Textbox(label="✅ Grammar Score"),
-        gr.Textbox(label="✍️ Grammar Correction")
-    ],
-    title="🎙️ Voice Grammar Scorer",
-    description="Record or upload a WAV file. This app transcribes your voice, scores its grammar, and suggests corrections.",
-)
+def process_url_for_preview(url):
+    """Returns (preview_url, mode)"""
+    # Handle blocked domains first
+    if any(d for d in BLOCKED_DOMAINS if d in url):
+        return screenshot_url(url), "snapshot"
+    
+    # Special case handling for problematic URLs
+    if "vibe-coding-tetris" in url or "World-of-Tank-GAME" in url or "Minesweeper-Game" in url:
+        return screenshot_url(url), "snapshot"
+    
+    # General HF space handling
+    try:
+        if "huggingface.co/spaces" in url:
+            parts = url.rstrip("/").split("/")
+            if len(parts) >= 5:
+                owner = parts[-2]
+                name = parts[-1]
+                embed_url = f"https://huggingface.co/spaces/{owner}/{name}/embed"
+                return embed_url, "iframe"
+    except Exception:
+        return screenshot_url(url), "snapshot"
+    
+    # Default handling
+    return url, "iframe"
 
-if __name__ == "__main__":
-    demo.launch()
+# ────────────────────────── 4. API ROUTES ──────────────────────────
+@app.route('/api/category')
+def api_category():
+    cat = request.args.get('name', '')
+    urls = CATEGORIES.get(cat, [])
+    
+    # Add pagination for categories
+    page = int(request.args.get('page', 1))
+    per_page = int(request.args.get('per_page', 4))  # 4 per page for 2x2 grid
+    
+    total_pages = max(1, (len(urls) + per_page - 1) // per_page)
+    start = (page - 1) * per_page
+    end = min(start + per_page, len(urls))
+    
+    urls_page = urls[start:end]
+    
+    items = [
+        {
+            "title": url.split('/')[-1],
+            "owner": url.split('/')[-2] if '/spaces/' in url else '',
+            "iframe": direct_url(url),
+            "shot": screenshot_url(url),
+            "hf": url
+        } for url in urls_page
+    ]
+    
+    return jsonify({
+        "items": items,
+        "page": page,
+        "total_pages": total_pages
+    })
 
+# ────────────────────────── 5. MAIN ROUTES ──────────────────────────
+@app.route('/')
+def home():
+    os.makedirs('templates', exist_ok=True)
+    
+    with open('templates/index.html', 'w', encoding='utf-8') as fp:
+        fp.write(r'''<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<title>Free NSFW Hub</title>
+<style>
+@import url('https://fonts.googleapis.com/css2?family=Nunito:wght@300;600&display=swap');
+body{margin:0;font-family:Nunito,sans-serif;background:#f6f8fb;}
+.tabs{display:flex;flex-wrap:wrap;gap:8px;padding:16px;}
+.tab{padding:6px 14px;border:none;border-radius:18px;background:#e2e8f0;font-weight:600;cursor:pointer;}
+.tab.active{background:#a78bfa;color:#1a202c;}
+/* Updated grid to show 2x2 layout */
+.grid{display:grid;grid-template-columns:repeat(2,1fr);gap:20px;padding:0 16px 60px;max-width:1200px;margin:0 auto;}
+@media(max-width:800px){.grid{grid-template-columns:1fr;}}
+/* Increased card height for larger display */
+.card{background:#fff;border-radius:12px;box-shadow:0 2px 8px rgba(0,0,0,.08);overflow:hidden;height:540px;display:flex;flex-direction:column;position:relative;}
+.frame{flex:1;position:relative;overflow:hidden;}
+.frame iframe{position:absolute;width:166.667%;height:166.667%;transform:scale(.6);transform-origin:top left;border:0;}
+.frame img{width:100%;height:100%;object-fit:cover;}
+.card-label{position:absolute;top:10px;left:10px;padding:4px 8px;border-radius:4px;font-size:11px;font-weight:bold;z-index:100;text-transform:uppercase;letter-spacing:0.5px;box-shadow:0 2px 4px rgba(0,0,0,0.2);}
+.label-live{background:linear-gradient(135deg, #00c6ff, #0072ff);color:white;}
+.label-static{background:linear-gradient(135deg, #ff9a9e, #fad0c4);color:#333;}
+.foot{height:44px;background:#fafafa;display:flex;align-items:center;justify-content:center;border-top:1px solid #eee;}
+.foot a{font-size:.82rem;font-weight:700;color:#4a6dd8;text-decoration:none;}
+.pagination{display:flex;justify-content:center;margin:20px 0;gap:10px;}
+.pagination button{padding:5px 15px;border:none;border-radius:20px;background:#e2e8f0;cursor:pointer;}
+.pagination button:disabled{opacity:0.5;cursor:not-allowed;}
+</style>
+</head>
+<body>
+<header style="text-align: center; padding: 20px; background: linear-gradient(135deg, #f6f8fb, #e2e8f0); border-bottom: 1px solid #ddd;">
+  <h1 style="margin-bottom: 10px;">🔥Free NSFW Hub</h1>
+  <p style="margin-bottom: 15px; color: #666; font-size: 14px;">
+    A curated collection of the most popular and polished NSFW Detection projects on Hugging Face Spaces,<br>
+    organized for easy visual exploration and discovery.
+  </p>
+  <p>
+    <a href="https://huggingface.co/spaces/Heartsync/FREE-NSFW-HUB" target="_blank"><img src="https://img.shields.io/static/v1?label=huggingface&message=FREE%20NSFW%20HUB&color=%230000ff&labelColor=%23800080&logo=huggingface&logoColor=%23ffa500&style=for-the-badge" alt="badge"></a>
+  </p>
+  
+</header>
+<div class="tabs" id="tabs"></div>
+<div id="content"></div>
+<script>
+// Basic configuration
+const cats = {{cats|tojson}};
+const tabs = document.getElementById('tabs');
+const content = document.getElementById('content');
+let active = "";
+let currentPage = 1;
+// Simple utility functions
+function makeRequest(url, method, data, callback) {
+  const xhr = new XMLHttpRequest();
+  xhr.open(method, url, true);
+  xhr.onreadystatechange = function() {
+    if (xhr.readyState === 4 && xhr.status === 200) {
+      callback(JSON.parse(xhr.responseText));
+    }
+  };
+  if (method === 'POST') {
+    xhr.send(data);
+  } else {
+    xhr.send();
+  }
+}
+function updateTabs() {
+  Array.from(tabs.children).forEach(b => {
+    b.classList.toggle('active', b.dataset.c === active);
+  });
+}
+// Tab handler for categories
+function loadCategory(cat, page) {
+  if(cat === active && currentPage === page) return;
+  active = cat;
+  currentPage = page || 1;
+  updateTabs();
+  
+  content.innerHTML = '<p style="text-align:center;padding:40px">Loading…</p>';
+  
+  makeRequest('/api/category?name=' + encodeURIComponent(cat) + '&page=' + currentPage + '&per_page=4', 'GET', null, function(data) {
+    let html = '<div class="grid">';
+    
+    if(data.items.length === 0) {
+      html += '<p style="grid-column:1/-1;text-align:center;padding:40px">No items in this category.</p>';
+    } else {
+      data.items.forEach(item => {
+        html += `
+          <div class="card">
+            <div class="card-label label-live">LIVE</div>
+            <div class="frame">
+              <iframe src="${item.iframe}" loading="lazy" sandbox="allow-forms allow-modals allow-popups allow-same-origin allow-scripts allow-downloads"></iframe>
+            </div>
+            <div class="foot">
+              <a href="${item.hf}" target="_blank">${item.title}</a>
+            </div>
+          </div>
+        `;
+      });
+    }
+    
+    html += '</div>';
+    
+    // Add pagination
+    html += `
+      <div class="pagination">
+        <button ${currentPage <= 1 ? 'disabled' : ''} onclick="loadCategory('${cat}', ${currentPage-1})">« Previous</button>
+        <span>Page ${currentPage} of ${data.total_pages}</span>
+        <button ${currentPage >= data.total_pages ? 'disabled' : ''} onclick="loadCategory('${cat}', ${currentPage+1})">Next »</button>
+      </div>
+    `;
+    
+    content.innerHTML = html;
+  });
+}
+// Create category tabs
+cats.forEach(c => {
+  const b = document.createElement('button');
+  b.className = 'tab';
+  b.textContent = c;
+  b.dataset.c = c;
+  b.onclick = function() { loadCategory(c, 1); };
+  tabs.appendChild(b);
+});
+// Start with the first category (Productivity)
+loadCategory(cats[0], 1);
+</script>
+</body>
+</html>''')
+    
+    # Return the rendered template
+    return render_template('index.html', cats=list(CATEGORIES.keys()))
 
-    
+if __name__ == '__main__':
+    app.run(host='0.0.0.0', port=7860)