update app

app.py

@@ -1,13 +1,14 @@
 import os
 import gc
 import gradio as gr
+from gradio import Server
+from fastapi.responses import HTMLResponse
 import numpy as np
 import spaces
 import torch
 import random
 import base64
 import json
-import html as html_lib
 from io import BytesIO
 from PIL import Image
 from transformers import pipeline as hf_pipeline
@@ -52,14 +53,10 @@ except Exception as e:
     print(f"Warning: Could not set FA3 processor: {e}")
 
 # ── NCII safety guard ────────────────────────────────────────────────────────
-# https://huggingface.co/hfmlsoc/ncii-light-guard-v01
-# Classifies the edit prompt for non-consensual intimate imagery (NCII) intent
-# before any image generation happens. Runs on CPU — it's a light text
-# classifier and doesn't need the GPU slot reserved for the diffusion pipeline.
 NCII_MODEL_ID = "hfmlsoc/ncii-light-guard-v01"
 NCII_UNSAFE_LABEL = "ncii"
 NCII_THRESHOLD = 0.5
-NCII_BLOCK_MESSAGE = "You entered prompt is NCII (non-consensual intimate imagery) and you're request not be processed. Try with Safe Prompts"
+NCII_BLOCK_MESSAGE = "Your entered prompt is flagged as NCII (non-consensual intimate imagery) and your request will not be processed. Try with safe prompts."
  
 print("Loading NCII safety guard model...")
 try:
@@ -69,17 +66,7 @@ except Exception as e:
     ncii_guard = None
     print(f"Warning: Could not load NCII guard model ({NCII_MODEL_ID}): {e}")
  
- 
 def check_ncii_safety(prompt_text):
-    """
-    Runs the NCII guard classifier on the prompt.
-    Returns (is_unsafe: bool, label: str, score: float).
- 
-    Fails OPEN (treats the prompt as safe) if the guard model itself failed
-    to load or errors at inference time, so a guard outage doesn't take the
-    whole app down. Flip this to fail-closed (return True on failure) if you
-    want stricter behavior for a production deployment.
-    """
     if ncii_guard is None or not prompt_text or not prompt_text.strip():
         return False, "unknown", 0.0
     try:
@@ -94,7 +81,6 @@ def check_ncii_safety(prompt_text):
         print(f"NCII guard inference error: {e}")
     return False, "unknown", 0.0
 
-
 EXAMPLES_CONFIG = [
     {
         "images": ["examples/1.jpg"],
@@ -122,7 +108,6 @@ EXAMPLES_CONFIG = [
     },
 ]
 
-
 def make_thumb_b64(path, max_dim=220):
     if not os.path.exists(path):
         return ""
@@ -136,7 +121,6 @@ def make_thumb_b64(path, max_dim=220):
         print(f"Thumbnail error for {path}: {e}")
         return ""
 
-
 def encode_full_image(path):
     if not os.path.exists(path):
         return ""
@@ -150,51 +134,22 @@ def encode_full_image(path):
         print(f"Encode error for {path}: {e}")
         return ""
 
-
-def build_example_cards_html():
-    cards = ""
+def build_client_config():
+    examples = []
     for i, ex in enumerate(EXAMPLES_CONFIG):
-        thumbs_html = ""
-        for path in ex["images"]:
-            thumb = make_thumb_b64(path)
-            if thumb:
-                thumbs_html += f'<img src="{thumb}" alt="">'
-            else:
-                thumbs_html += '<div class="example-thumb-placeholder">Preview</div>'
-        n = len(ex["images"])
-        badge = f'{n} image{"s" if n > 1 else ""}'
-        prompt_short = html_lib.escape(ex["prompt"][:90])
-        if len(ex["prompt"]) > 90:
-            prompt_short += "..."
-        cards += f'''<div class="example-card" data-idx="{i}">
-            <div class="example-thumbs">{thumbs_html}</div>
-            <div class="example-meta"><span class="example-badge">{badge}</span></div>
-            <div class="example-prompt-text">{prompt_short}</div>
-        </div>'''
-    return cards
-
-
-def load_example_data(idx_str):
-    try:
-        idx = int(float(idx_str)) if idx_str and idx_str.strip() else -1
-    except (ValueError, TypeError):
-        idx = -1
-    if idx < 0 or idx >= len(EXAMPLES_CONFIG):
-        return json.dumps({"images": [], "prompt": "", "names": [], "status": "error"})
-    ex = EXAMPLES_CONFIG[idx]
-    b64_list, names = [], []
-    for path in ex["images"]:
-        b64 = encode_full_image(path)
-        if b64:
-            b64_list.append(b64)
-            names.append(os.path.basename(path))
-    return json.dumps({"images": b64_list, "prompt": ex["prompt"], "names": names, "status": "ok"})
-
-
-print("Building example thumbnails...")
-EXAMPLE_CARDS_HTML = build_example_cards_html()
-print(f"Built {len(EXAMPLES_CONFIG)} example cards.")
+        examples.append({
+            "idx": i,
+            "thumbs": [make_thumb_b64(p) for p in ex["images"]],
+            "n_images": len(ex["images"]),
+            "prompt": ex["prompt"],
+        })
+    return {
+        "examples": examples,
+    }
 
+print("Building client config (example thumbnails)…")
+CLIENT_CONFIG = build_client_config()
+print(f"Built config with {len(EXAMPLES_CONFIG)} examples.")
 
 def b64_to_pil_list(b64_json_str):
     if not b64_json_str or b64_json_str.strip() in ("", "[]"):
@@ -218,6 +173,10 @@ def b64_to_pil_list(b64_json_str):
             print(f"Error decoding image: {e}")
     return pil_images
 
+def pil_to_b64_png(image: Image.Image) -> str:
+    buf = BytesIO()
+    image.save(buf, format="PNG")
+    return f"data:image/png;base64,{base64.b64encode(buf.getvalue()).decode()}"
 
 def update_dimensions_on_upload(image):
     if image is None:
@@ -231,1132 +190,91 @@ def update_dimensions_on_upload(image):
         nw = int(nh * w / h)
     return (nw // 8) * 8, (nh // 8) * 8
 
+# ── Gradio Server (Server mode): FastAPI + Gradio queue/API engine ────────────
+app = Server(title="FireRed-Image-Edit-1.0-Fast")
 
+@app.mcp.tool(name="edit_image")
+@app.api(name="edit_image")
 @spaces.GPU(size="xlarge")
-def infer(images_b64_json, prompt, seed, randomize_seed, guidance_scale, steps, progress=gr.Progress(track_tqdm=True)):
+def infer(
+    images_b64_json: str,
+    prompt: str,
+    seed: int,
+    randomize_seed: bool,
+    guidance_scale: float,
+    steps: int,
+) -> dict:
+    """Edit one or more images with FireRed-Image-Edit + NCII safety guard.
+
+    Returns {"image": <base64 PNG data URL>, "seed": <seed used>}.
+    """
     gc.collect()
     torch.cuda.empty_cache()
+
     pil_images = b64_to_pil_list(images_b64_json)
     if not pil_images:
-        gr.Warning("Please upload at least one image to edit.")
-        return None, seed, "error"
+        raise gr.Error("Please upload at least one image to edit.")
     if not prompt or prompt.strip() == "":
-        gr.Warning("Please enter an edit prompt.")
-        return None, seed, "error"
+        raise gr.Error("Please enter an edit prompt.")
 
-    # ── NCII safety check ──
+    # NCII safety check
     is_unsafe, _, _ = check_ncii_safety(prompt)
     if is_unsafe:
-        gr.Warning(NCII_BLOCK_MESSAGE)
-        gc.collect()
-        torch.cuda.empty_cache()
-        return None, seed, "blocked"
+        raise gr.Error(NCII_BLOCK_MESSAGE)
 
     if randomize_seed:
         seed = random.randint(0, MAX_SEED)
+
     generator = torch.Generator(device=device).manual_seed(seed)
     negative_prompt = "worst quality, low quality, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, jpeg artifacts, signature, watermark, username, blurry"
     width, height = update_dimensions_on_upload(pil_images[0])
+
     try:
         result_image = pipe(
-            image=pil_images, prompt=prompt, negative_prompt=negative_prompt,
-            height=height, width=width, num_inference_steps=steps,
-            generator=generator, true_cfg_scale=guidance_scale,
+            image=pil_images,
+            prompt=prompt,
+            negative_prompt=negative_prompt,
+            height=height,
+            width=width,
+            num_inference_steps=steps,
+            generator=generator,
+            true_cfg_scale=guidance_scale,
         ).images[0]
-        return result_image, seed, "success"
+        return {"image": pil_to_b64_png(result_image), "seed": seed}
     except Exception as e:
-        print(f"Generation error: {e}")
-        return None, seed, "error"
+        raise e
     finally:
         gc.collect()
         torch.cuda.empty_cache()
 
+@app.api(name="load_example", queue=False)
+def load_example(idx: float) -> dict:
+    """Return base64-encoded example images + prompt for a given example index."""
+    try:
+        i = int(idx)
+    except (ValueError, TypeError):
+        i = -1
+    if i < 0 or i >= len(EXAMPLES_CONFIG):
+        return {"images": [], "prompt": "", "names": [], "status": "error"}
+    ex = EXAMPLES_CONFIG[i]
+    b64_list, names = [], []
+    for path in ex["images"]:
+        b64 = encode_full_image(path)
+        if b64:
+            b64_list.append(b64)
+            names.append(os.path.basename(path))
+    return {"images": b64_list, "prompt": ex["prompt"], "names": names, "status": "ok"}
 
-css = r"""
-@import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700;800&family=JetBrains+Mono:wght@400;500;600&display=swap');
-*{box-sizing:border-box;margin:0;padding:0}
-body,.gradio-container{
-    background:#0f0f13!important;font-family:'Inter',system-ui,-apple-system,sans-serif!important;
-    font-size:14px!important;color:#e4e4e7!important;min-height:100vh;
-}
-.dark body,.dark .gradio-container{background:#0f0f13!important;color:#e4e4e7!important}
-footer{display:none!important}
-.hidden-input{display:none!important;height:0!important;overflow:hidden!important;margin:0!important;padding:0!important}
-
-#example-load-btn{
-    position:absolute!important;left:-9999px!important;top:-9999px!important;
-    width:1px!important;height:1px!important;opacity:0.01!important;
-    pointer-events:none!important;overflow:hidden!important;
-}
-#gradio-run-btn{
-    position:absolute;left:-9999px;top:-9999px;width:1px;height:1px;
-    opacity:0.01;pointer-events:none;overflow:hidden;
-}
-
-/* ── App shell ── */
-.app-shell{
-    background:#18181b;border:1px solid #27272a;border-radius:16px;
-    margin:12px auto;max-width:1400px;overflow:hidden;
-    box-shadow:0 25px 50px -12px rgba(0,0,0,.6),0 0 0 1px rgba(255,255,255,.03);
-}
-
-/* ── Header ── */
-.app-header{
-    background:linear-gradient(135deg,#18181b,#1e1e24);border-bottom:1px solid #27272a;
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-}
-.app-badge.fast{background:rgba(34,197,94,.12);color:#4ade80;border:1px solid rgba(34,197,94,.25)}
-
-/* ── GitHub button ── */
-.gh-btn{
-    display:inline-flex!important;align-items:center!important;gap:7px!important;
-    padding:7px 16px!important;border-radius:8px!important;text-decoration:none!important;
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-.gh-btn span{color:#ffffff!important;-webkit-text-fill-color:#ffffff!important}
-
-/* ── Toolbar ── */
-.app-toolbar{
-    background:#18181b;border-bottom:1px solid #27272a;padding:8px 16px;
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-}
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-
-body:not(.dark) .modern-tb-btn,body:not(.dark) .modern-tb-btn *{color:#ffffff!important;-webkit-text-fill-color:#ffffff!important}
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-
-/* ── Main layout ── */
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-
-/* ── Drop zone ── */
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-
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-
-/* ── Gallery grid ── */
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-.modern-textarea::placeholder{color:#3f3f46}
-.modern-textarea.error-flash{
-    border-color:#ef4444!important;box-shadow:0 0 0 3px rgba(239,68,68,.2)!important;animation:shake .4s ease;
-}
-@keyframes shake{0%,100%{transform:translateX(0)}20%,60%{transform:translateX(-4px)}40%,80%{transform:translateX(4px)}}
-
-/* ── Toast ── */
-.toast-notification{
-    position:fixed;top:24px;left:50%;transform:translateX(-50%) translateY(-120%);
-    z-index:9999;padding:10px 24px;border-radius:10px;font-family:'Inter',sans-serif;
-    font-size:14px;font-weight:600;display:flex;align-items:center;gap:8px;
-    box-shadow:0 8px 24px rgba(0,0,0,.5);
-    transition:transform .35s cubic-bezier(.34,1.56,.64,1),opacity .35s ease;opacity:0;pointer-events:none;
-}
-.toast-notification.visible{transform:translateX(-50%) translateY(0);opacity:1;pointer-events:auto}
-.toast-notification.error{background:linear-gradient(135deg,#dc2626,#b91c1c);color:#fff;border:1px solid rgba(255,255,255,.15)}
-.toast-notification.warning{background:linear-gradient(135deg,#d97706,#b45309);color:#fff;border:1px solid rgba(255,255,255,.15)}
-.toast-notification.info{background:linear-gradient(135deg,#2563eb,#1d4ed8);color:#fff;border:1px solid rgba(255,255,255,.15)}
-.toast-notification .toast-icon{font-size:16px;line-height:1}
-.toast-notification .toast-text{line-height:1.3}
-
-/* ── Run button ── */
-.btn-run{
-    display:flex;align-items:center;justify-content:center;gap:8px;width:100%;
-    background:linear-gradient(135deg,#FF0000,#CC0000);border:none;border-radius:10px;
-    padding:12px 24px;cursor:pointer;font-size:15px;font-weight:600;font-family:'Inter',sans-serif;
-    color:#ffffff!important;-webkit-text-fill-color:#ffffff!important;transition:all .2s ease;letter-spacing:-.2px;
-    box-shadow:0 4px 16px rgba(255,0,0,.3),inset 0 1px 0 rgba(255,255,255,.1);
-}
-.btn-run:hover{
-    background:linear-gradient(135deg,#FF3333,#FF0000);transform:translateY(-1px);
-    box-shadow:0 6px 24px rgba(255,0,0,.45),inset 0 1px 0 rgba(255,255,255,.15);
-}
-.btn-run:active{transform:translateY(0);box-shadow:0 2px 8px rgba(255,0,0,.3)}
-.btn-run svg{width:18px;height:18px;fill:#ffffff!important}
-.btn-run svg path{fill:#ffffff!important}
-#custom-run-btn,#custom-run-btn *,#custom-run-btn span,#custom-run-btn svg,
-#custom-run-btn svg path,#run-btn-label,.btn-run,.btn-run *{
-    color:#ffffff!important;-webkit-text-fill-color:#ffffff!important;fill:#ffffff!important;
-}
-body:not(.dark) .btn-run,body:not(.dark) .btn-run *,body:not(.dark) #custom-run-btn,
-body:not(.dark) #custom-run-btn *{color:#ffffff!important;-webkit-text-fill-color:#ffffff!important;fill:#ffffff!important}
-.dark .btn-run,.dark .btn-run *,.dark #custom-run-btn,.dark #custom-run-btn *{
-    color:#ffffff!important;-webkit-text-fill-color:#ffffff!important;fill:#ffffff!important;
-}
-.gradio-container .btn-run,.gradio-container .btn-run *,.gradio-container #custom-run-btn,
-.gradio-container #custom-run-btn *{color:#ffffff!important;-webkit-text-fill-color:#ffffff!important;fill:#ffffff!important}
-
-/* ── Output ── */
-.output-frame{border-bottom:1px solid #27272a;display:flex;flex-direction:column;position:relative}
-.output-frame .out-title{
-    padding:10px 20px;font-size:13px;font-weight:700;color:#ffffff!important;
-    -webkit-text-fill-color:#ffffff!important;text-transform:uppercase;letter-spacing:.8px;
-    border-bottom:1px solid rgba(39,39,42,.6);display:flex;align-items:center;justify-content:space-between;
-}
-.output-frame .out-title span{color:#ffffff!important;-webkit-text-fill-color:#ffffff!important}
-.output-frame .out-body{
-    flex:1;background:#09090b;display:flex;align-items:center;justify-content:center;
-    overflow:hidden;min-height:240px;position:relative;
-}
-.output-frame .out-body img{max-width:100%;max-height:460px;image-rendering:auto}
-.output-frame .out-placeholder{color:#3f3f46;font-size:13px;text-align:center;padding:20px}
-.out-download-btn{
-    display:none;align-items:center;justify-content:center;background:rgba(255,0,0,.1);
-    border:1px solid rgba(255,0,0,.2);border-radius:6px;cursor:pointer;padding:3px 10px;
-    font-size:11px;font-weight:500;color:#FF8080!important;gap:4px;height:24px;transition:all .15s;
-}
-.out-download-btn:hover{background:rgba(255,0,0,.2);border-color:rgba(255,0,0,.35);color:#ffffff!important}
-.out-download-btn.visible{display:inline-flex}
-.out-download-btn svg{width:12px;height:12px;fill:#FF8080}
-
-/* ── Loader ── */
-.modern-loader{
-    display:none;position:absolute;top:0;left:0;right:0;bottom:0;background:rgba(9,9,11,.92);
-    z-index:15;flex-direction:column;align-items:center;justify-content:center;gap:16px;backdrop-filter:blur(4px);
-}
-.modern-loader.active{display:flex}
-.modern-loader .loader-spinner{
-    width:36px;height:36px;border:3px solid #27272a;border-top-color:#FF0000;
-    border-radius:50%;animation:spin .8s linear infinite;
-}
-@keyframes spin{to{transform:rotate(360deg)}}
-.modern-loader .loader-text{font-size:13px;color:#a1a1aa;font-weight:500}
-.loader-bar-track{width:200px;height:4px;background:#27272a;border-radius:2px;overflow:hidden}
-.loader-bar-fill{
-    height:100%;background:linear-gradient(90deg,#FF0000,#FF3333,#FF0000);
-    background-size:200% 100%;animation:shimmer 1.5s ease-in-out infinite;border-radius:2px;
-}
-@keyframes shimmer{0%{background-position:200% 0}100%{background-position:-200% 0}}
-
-/* ── Settings ── */
-.settings-group{border:1px solid #27272a;border-radius:10px;margin:12px 16px;padding:0;overflow:hidden}
-.settings-group-title{
-    font-size:12px;font-weight:600;color:#71717a;text-transform:uppercase;letter-spacing:.8px;
-    padding:10px 16px;border-bottom:1px solid #27272a;background:rgba(24,24,27,.5);
-}
-.settings-group-body{padding:14px 16px;display:flex;flex-direction:column;gap:12px}
-.slider-row{display:flex;align-items:center;gap:10px;min-height:28px}
-.slider-row label{font-size:13px;font-weight:500;color:#a1a1aa;min-width:72px;flex-shrink:0}
-.slider-row input[type="range"]{
-    flex:1;-webkit-appearance:none;appearance:none;height:6px;background:#27272a;
-    border-radius:3px;outline:none;min-width:0;
-}
-.slider-row input[type="range"]::-webkit-slider-thumb{
-    -webkit-appearance:none;width:16px;height:16px;background:linear-gradient(135deg,#FF0000,#CC0000);
-    border-radius:50%;cursor:pointer;box-shadow:0 2px 6px rgba(255,0,0,.4);transition:transform .15s;
-}
-.slider-row input[type="range"]::-webkit-slider-thumb:hover{transform:scale(1.2)}
-.slider-row input[type="range"]::-moz-range-thumb{
-    width:16px;height:16px;background:linear-gradient(135deg,#FF0000,#CC0000);
-    border-radius:50%;cursor:pointer;border:none;box-shadow:0 2px 6px rgba(255,0,0,.4);
-}
-.slider-row .slider-val{
-    min-width:52px;text-align:right;font-family:'JetBrains Mono',monospace;font-size:12px;
-    font-weight:500;padding:3px 8px;background:#09090b;border:1px solid #27272a;
-    border-radius:6px;color:#a1a1aa;flex-shrink:0;
-}
-.checkbox-row{display:flex;align-items:center;gap:8px;font-size:13px;color:#a1a1aa}
-.checkbox-row input[type="checkbox"]{accent-color:#FF0000;width:16px;height:16px;cursor:pointer}
-.checkbox-row label{color:#a1a1aa;font-size:13px;cursor:pointer}
-
-/* ── Status bar ── */
-.app-statusbar{
-    background:#18181b;border-top:1px solid #27272a;padding:6px 20px;
-    display:flex;gap:12px;height:34px;align-items:center;font-size:12px;
-}
-.app-statusbar .sb-section{
-    padding:0 12px;flex:1;display:flex;align-items:center;font-family:'JetBrains Mono',monospace;
-    font-size:12px;color:#52525b;overflow:hidden;white-space:nowrap;
-}
-.app-statusbar .sb-section.sb-fixed{
-    flex:0 0 auto;min-width:90px;text-align:center;justify-content:center;
-    padding:3px 12px;background:rgba(255,0,0,.08);border-radius:6px;color:#FF3333;font-weight:500;
-}
-
-/* ── Footer note ── */
-.exp-note{
-    padding:10px 20px;font-size:12px;color:#52525b;
-    border-top:1px solid #27272a;text-align:center;font-weight:500;
-    background:#18181b;font-family:'Inter',sans-serif;
-}
-.exp-note a{color:#FF3333;text-decoration:none}
-.exp-note a:hover{text-decoration:underline}
-
-/* ── Dark overrides ── */
-.dark .app-shell{background:#18181b}
-.dark .upload-prompt-modern{background:transparent}
-.dark .panel-card{background:#18181b}
-.dark .settings-group{background:#18181b}
-.dark .output-frame .out-title{color:#ffffff!important}
-.dark .output-frame .out-title span{color:#ffffff!important}
-.dark .out-download-btn{color:#FF8080!important}
-.dark .out-download-btn:hover{color:#ffffff!important}
-
-/* ── Scrollbars ── */
-::-webkit-scrollbar{width:8px;height:8px}
-::-webkit-scrollbar-track{background:#09090b}
-::-webkit-scrollbar-thumb{background:#27272a;border-radius:4px}
-::-webkit-scrollbar-thumb:hover{background:#3f3f46}
-
-/* ── Responsive ── */
-@media(max-width:840px){
-    .app-main-row{flex-direction:column}
-    .app-main-right{width:100%}
-    .app-main-left{border-right:none;border-bottom:1px solid #27272a}
-}
-"""
-
-gallery_js = r"""
-() => {
-function init() {
-    if (window.__fireRedInitDone) return;
-
-    const galleryGrid   = document.getElementById('image-gallery-grid');
-    const dropZone      = document.getElementById('gallery-drop-zone');
-    const uploadPrompt  = document.getElementById('upload-prompt');
-    const uploadClick   = document.getElementById('upload-click-area');
-    const fileInput     = document.getElementById('custom-file-input');
-    const btnUpload     = document.getElementById('tb-upload');
-    const btnRemove     = document.getElementById('tb-remove');
-    const btnClear      = document.getElementById('tb-clear');
-    const promptInput   = document.getElementById('custom-prompt-input');
-    const runBtnEl      = document.getElementById('custom-run-btn');
-    const imgCountTb    = document.getElementById('tb-image-count');
-    const imgCountSb    = document.getElementById('sb-image-count');
-
-    if (!galleryGrid || !fileInput || !dropZone) {
-        setTimeout(init, 250);
-        return;
-    }
-
-    window.__fireRedInitDone = true;
-
-    let images = [];
-    window.__uploadedImages = images;
-    let selectedIdx = -1;
-    let toastTimer = null;
-
-    /* ── GitHub button hover ── */
-    function enforceGhBtn() {
-        const ghBtn = document.querySelector('.gh-btn');
-        if (ghBtn && !ghBtn.__hoverBound) {
-            ghBtn.__hoverBound = true;
-            ghBtn.addEventListener('mouseenter', () => {
-                ghBtn.style.setProperty('background','#FF3333','important');
-                ghBtn.style.setProperty('transform','translateY(-1px)','important');
-                ghBtn.style.setProperty('box-shadow','0 5px 18px rgba(255,0,0,.6)','important');
-            });
-            ghBtn.addEventListener('mouseleave', () => {
-                ghBtn.style.setProperty('background','#FF0000','important');
-                ghBtn.style.setProperty('transform','translateY(0)','important');
-                ghBtn.style.setProperty('box-shadow','0 2px 10px rgba(255,0,0,.45)','important');
-            });
-            ghBtn.addEventListener('mousedown', () => ghBtn.style.setProperty('background','#CC0000','important'));
-            ghBtn.addEventListener('mouseup',   () => ghBtn.style.setProperty('background','#FF3333','important'));
-        }
-    }
-    enforceGhBtn();
-    setInterval(enforceGhBtn, 1000);
-
-    function showToast(message, type) {
-        let toast = document.getElementById('app-toast');
-        if (!toast) {
-            toast = document.createElement('div');
-            toast.id = 'app-toast';
-            toast.className = 'toast-notification';
-            toast.innerHTML = '<span class="toast-icon"></span><span class="toast-text"></span>';
-            document.body.appendChild(toast);
-        }
-        const icon = toast.querySelector('.toast-icon');
-        const text = toast.querySelector('.toast-text');
-        toast.className = 'toast-notification ' + (type || 'error');
-        if (type === 'warning') icon.textContent = '\u26A0';
-        else if (type === 'info') icon.textContent = '\u2139';
-        else icon.textContent = '\u2717';
-        text.textContent = message;
-        if (toastTimer) clearTimeout(toastTimer);
-        void toast.offsetWidth;
-        toast.classList.add('visible');
-        toastTimer = setTimeout(() => toast.classList.remove('visible'), 3500);
-    }
-    window.__showToast = showToast;
-
-    function flashPromptError() {
-        if (!promptInput) return;
-        promptInput.classList.add('error-flash');
-        promptInput.focus();
-        setTimeout(() => promptInput.classList.remove('error-flash'), 800);
-    }
-
-    function setGradioValue(containerId, value) {
-        const container = document.getElementById(containerId);
-        if (!container) return;
-        container.querySelectorAll('input, textarea').forEach(el => {
-            if (el.type === 'file' || el.type === 'range' || el.type === 'checkbox') return;
-            const proto = el.tagName === 'TEXTAREA' ? HTMLTextAreaElement.prototype : HTMLInputElement.prototype;
-            const ns = Object.getOwnPropertyDescriptor(proto, 'value');
-            if (ns && ns.set) {
-                ns.set.call(el, value);
-                el.dispatchEvent(new Event('input',  {bubbles:true, composed:true}));
-                el.dispatchEvent(new Event('change', {bubbles:true, composed:true}));
-            }
-        });
-    }
-    window.__setGradioValue = setGradioValue;
-
-    function syncImagesToGradio() {
-        window.__uploadedImages = images;
-        const b64Array = images.map(img => img.b64);
-        setGradioValue('hidden-images-b64', JSON.stringify(b64Array));
-        updateCounts();
-    }
-
-    function syncPromptToGradio() {
-        if (promptInput) setGradioValue('prompt-gradio-input', promptInput.value);
-    }
-
-    function updateCounts() {
-        const n = images.length;
-        const txt = n > 0 ? n + ' image' + (n > 1 ? 's' : '') : 'No images';
-        if (imgCountTb) imgCountTb.textContent = txt;
-        if (imgCountSb) imgCountSb.textContent = n > 0 ? txt + ' uploaded' : 'No images uploaded';
-    }
-
-    function addImage(b64, name) {
-        images.push({id: Date.now() + Math.random(), b64: b64, name: name});
-        renderGallery();
-        syncImagesToGradio();
-    }
-    window.__addImage = addImage;
-
-    function removeImage(idx) {
-        images.splice(idx, 1);
-        if (selectedIdx === idx) selectedIdx = -1;
-        else if (selectedIdx > idx) selectedIdx--;
-        renderGallery();
-        syncImagesToGradio();
-    }
-
-    function clearAll() {
-        images = [];
-        window.__uploadedImages = images;
-        selectedIdx = -1;
-        renderGallery();
-        syncImagesToGradio();
-    }
-    window.__clearAll = clearAll;
-
-    function selectImage(idx) {
-        selectedIdx = (selectedIdx === idx) ? -1 : idx;
-        renderGallery();
-    }
-
-    function renderGallery() {
-        if (images.length === 0) {
-            galleryGrid.innerHTML = '';
-            galleryGrid.style.display = 'none';
-            if (uploadPrompt) uploadPrompt.style.display = '';
-            return;
-        }
-        if (uploadPrompt) uploadPrompt.style.display = 'none';
-        galleryGrid.style.display = 'grid';
-
-        let html = '';
-        images.forEach((img, i) => {
-            const sel = i === selectedIdx ? ' selected' : '';
-            html += '<div class="gallery-thumb' + sel + '" data-idx="' + i + '">'
-                  + '<img src="' + img.b64 + '" alt="' + (img.name||'image') + '">'
-                  + '<span class="thumb-badge">#' + (i+1) + '</span>'
-                  + '<button class="thumb-remove" data-remove="' + i + '">\u2715</button>'
-                  + '</div>';
-        });
-        html += '<div class="gallery-add-card" id="gallery-add-card">'
-              + '<span class="add-icon">+</span>'
-              + '<span class="add-text">Add</span>'
-              + '</div>';
-        galleryGrid.innerHTML = html;
-
-        galleryGrid.querySelectorAll('.gallery-thumb').forEach(thumb => {
-            thumb.addEventListener('click', (e) => {
-                if (e.target.closest('.thumb-remove')) return;
-                selectImage(parseInt(thumb.dataset.idx));
-            });
-        });
-        galleryGrid.querySelectorAll('.thumb-remove').forEach(btn => {
-            btn.addEventListener('click', (e) => {
-                e.stopPropagation();
-                removeImage(parseInt(btn.dataset.remove));
-            });
-        });
-        const addCard = document.getElementById('gallery-add-card');
-        if (addCard) addCard.addEventListener('click', () => fileInput.click());
-    }
-
-    function processFiles(files) {
-        Array.from(files).forEach(file => {
-            if (!file.type.startsWith('image/')) return;
-            const reader = new FileReader();
-            reader.onload = (e) => addImage(e.target.result, file.name);
-            reader.readAsDataURL(file);
-        });
-    }
-
-    fileInput.addEventListener('change', (e) => { processFiles(e.target.files); e.target.value = ''; });
-    if (uploadClick) uploadClick.addEventListener('click', () => fileInput.click());
-    if (btnUpload) btnUpload.addEventListener('click', () => fileInput.click());
-    if (btnRemove) btnRemove.addEventListener('click', () => {
-        if (selectedIdx >= 0 && selectedIdx < images.length) removeImage(selectedIdx);
-    });
-    if (btnClear) btnClear.addEventListener('click', clearAll);
-
-    dropZone.addEventListener('dragover', (e) => { e.preventDefault(); dropZone.classList.add('drag-over'); });
-    dropZone.addEventListener('dragleave', (e) => { e.preventDefault(); dropZone.classList.remove('drag-over'); });
-    dropZone.addEventListener('drop', (e) => {
-        e.preventDefault(); dropZone.classList.remove('drag-over');
-        if (e.dataTransfer.files.length) processFiles(e.dataTransfer.files);
-    });
-
-    if (promptInput) promptInput.addEventListener('input', syncPromptToGradio);
-
-    window.__setPrompt = function(text) {
-        if (promptInput) { promptInput.value = text; syncPromptToGradio(); }
-    };
-
-    document.querySelectorAll('.example-card[data-idx]').forEach(card => {
-        card.addEventListener('click', () => {
-            const idx = card.getAttribute('data-idx');
-            document.querySelectorAll('.example-card.loading').forEach(c => c.classList.remove('loading'));
-            card.classList.add('loading');
-            showToast('Loading example...', 'info');
-            setGradioValue('example-result-data', '');
-            setGradioValue('example-idx-input', idx);
-            setTimeout(() => {
-                const btn = document.getElementById('example-load-btn');
-                if (btn) {
-                    const b = btn.querySelector('button');
-                    if (b) b.click(); else btn.click();
-                }
-            }, 150);
-            setTimeout(() => card.classList.remove('loading'), 12000);
-        });
-    });
-
-    function syncSlider(customId, gradioId) {
-        const slider = document.getElementById(customId);
-        const valSpan = document.getElementById(customId + '-val');
-        if (!slider) return;
-        slider.addEventListener('input', () => {
-            if (valSpan) valSpan.textContent = slider.value;
-            const container = document.getElementById(gradioId);
-            if (!container) return;
-            container.querySelectorAll('input[type="range"],input[type="number"]').forEach(el => {
-                const ns = Object.getOwnPropertyDescriptor(HTMLInputElement.prototype, 'value');
-                if (ns && ns.set) {
-                    ns.set.call(el, slider.value);
-                    el.dispatchEvent(new Event('input',  {bubbles:true, composed:true}));
-                    el.dispatchEvent(new Event('change', {bubbles:true, composed:true}));
-                }
-            });
-        });
-    }
-    syncSlider('custom-seed', 'gradio-seed');
-    syncSlider('custom-guidance', 'gradio-guidance');
-    syncSlider('custom-steps', 'gradio-steps');
-
-    const randCheck = document.getElementById('custom-randomize');
-    if (randCheck) {
-        randCheck.addEventListener('change', () => {
-            const container = document.getElementById('gradio-randomize');
-            if (!container) return;
-            const cb = container.querySelector('input[type="checkbox"]');
-            if (cb && cb.checked !== randCheck.checked) cb.click();
-        });
-    }
-
-    function showLoader() {
-        const l = document.getElementById('output-loader');
-        if (l) l.classList.add('active');
-        const sb = document.querySelector('.sb-fixed');
-        if (sb) sb.textContent = 'Processing...';
-    }
-    function hideLoader() {
-        const l = document.getElementById('output-loader');
-        if (l) l.classList.remove('active');
-        const sb = document.querySelector('.sb-fixed');
-        if (sb) sb.textContent = 'Done';
-    }
-    window.__showLoader = showLoader;
-    window.__hideLoader = hideLoader;
-
-    function validateBeforeRun() {
-        const promptVal = promptInput ? promptInput.value.trim() : '';
-        const hasImages = images.length > 0;
-        if (!hasImages && !promptVal) { showToast('Please upload an image and enter a prompt', 'error'); flashPromptError(); return false; }
-        if (!hasImages) { showToast('Please upload at least one image', 'error'); return false; }
-        if (!promptVal) { showToast('Please enter an edit prompt', 'warning'); flashPromptError(); return false; }
-        return true;
-    }
-
-    window.__clickGradioRunBtn = function() {
-        if (!validateBeforeRun()) return;
-        syncPromptToGradio(); syncImagesToGradio(); showLoader();
-        setTimeout(() => {
-            const gradioBtn = document.getElementById('gradio-run-btn');
-            if (!gradioBtn) return;
-            const btn = gradioBtn.querySelector('button');
-            if (btn) btn.click(); else gradioBtn.click();
-        }, 200);
-    };
-
-    if (runBtnEl) runBtnEl.addEventListener('click', () => window.__clickGradioRunBtn());
-
-    renderGallery();
-    updateCounts();
-}
-init();
-}
-"""
-
-wire_outputs_js = r"""
-() => {
-function watchOutputs() {
-    const resultContainer = document.getElementById('gradio-result');
-    const outBody  = document.getElementById('output-image-container');
-    const outPh    = document.getElementById('output-placeholder');
-    const dlBtn    = document.getElementById('dl-btn-output');
-
-    if (!resultContainer || !outBody) { setTimeout(watchOutputs, 500); return; }
-
-    if (dlBtn) {
-        dlBtn.addEventListener('click', (e) => {
-            e.stopPropagation();
-            const img = outBody.querySelector('img.modern-out-img');
-            if (img && img.src) {
-                const a = document.createElement('a');
-                a.href = img.src; a.download = 'firered_output.png';
-                document.body.appendChild(a); a.click(); document.body.removeChild(a);
-            }
-        });
-    }
-
-    function syncImage() {
-        const resultImg = resultContainer.querySelector('img');
-        // Only hide the loader and show the image if a valid, non-blank image is present.
-        // Gradio sometimes uses a 'blank.png' placeholder internally.
-        if (resultImg && resultImg.src && !resultImg.src.endsWith('blank.png')) {
-            if (outPh) outPh.style.display = 'none';
-            let existing = outBody.querySelector('img.modern-out-img');
-            if (!existing) {
-                existing = document.createElement('img');
-                existing.className = 'modern-out-img';
-                outBody.appendChild(existing);
-            }
-            if (existing.src !== resultImg.src) {
-                existing.src = resultImg.src;
-                if (dlBtn) dlBtn.classList.add('visible');
-                if (window.__hideLoader) window.__hideLoader();
-            }
-        }
-    }
-    const observer = new MutationObserver(syncImage);
-    observer.observe(resultContainer, {childList:true, subtree:true, attributes:true, attributeFilter:['src']});
-    setInterval(syncImage, 800);
-}
-watchOutputs();
-
-function watchProcessState() {
-    const stateContainer = document.getElementById('gradio-process-state');
-    if (!stateContainer) { setTimeout(watchProcessState, 500); return; }
-    
-    let lastState = 'idle';
-    
-    function checkState() {
-        const el = stateContainer.querySelector('textarea') || stateContainer.querySelector('input');
-        if (!el) return;
-        const val = el.value;
-        if (val !== lastState) {
-            lastState = val;
-            // If the state is 'blocked' or 'error', hide the loader and reset the output view.
-            if (val === 'blocked' || val === 'error') {
-                if (window.__hideLoader) window.__hideLoader();
-                const outBody = document.getElementById('output-image-container');
-                const existing = outBody.querySelector('img.modern-out-img');
-                if (existing) existing.remove();
-                const dlBtn = document.getElementById('dl-btn-output');
-                if (dlBtn) dlBtn.classList.remove('visible');
-                const outPh = document.getElementById('output-placeholder');
-                if (outPh) outPh.style.display = '';
-                
-                if (val === 'error' && window.__showToast) {
-                    window.__showToast('An error occurred during generation. Please try again.', 'error');
-                }
-            }
-            
-            // Reset the state to 'idle' so it can trigger again on the next run
-            if (val === 'blocked' || val === 'error' || val === 'success') {
-                el.value = 'idle';
-                el.dispatchEvent(new Event('input', {bubbles:true, composed:true}));
-                el.dispatchEvent(new Event('change', {bubbles:true, composed:true}));
-            }
-        }
-    }
-    
-    const obs = new MutationObserver(checkState);
-    obs.observe(stateContainer, {childList:true, subtree:true, attributes:true, attributeFilter:['value']});
-    setInterval(checkState, 500);
-}
-watchProcessState();
-
-function watchSeed() {
-    const seedContainer = document.getElementById('gradio-seed');
-    const seedSlider = document.getElementById('custom-seed');
-    const seedVal = document.getElementById('custom-seed-val');
-    if (!seedContainer || !seedSlider) { setTimeout(watchSeed, 500); return; }
-    function sync() {
-        const el = seedContainer.querySelector('input[type="range"],input[type="number"]');
-        if (el && el.value) { seedSlider.value = el.value; if (seedVal) seedVal.textContent = el.value; }
-    }
-    const obs = new MutationObserver(sync);
-    obs.observe(seedContainer, {childList:true, subtree:true, attributes:true, attributeFilter:['value']});
-    setInterval(sync, 1000);
-}
-watchSeed();
-
-function watchExampleResults() {
-    const container = document.getElementById('example-result-data');
-    if (!container) { setTimeout(watchExampleResults, 500); return; }
-
-    let lastProcessed = '';
-
-    function checkResult() {
-        const el = container.querySelector('textarea') || container.querySelector('input');
-        if (!el) return;
-        const val = el.value;
-        if (!val || val === lastProcessed || val.length < 20) return;
-
-        try {
-            const data = JSON.parse(val);
-            if (data.status === 'ok' && data.images && data.images.length > 0) {
-                lastProcessed = val;
-                if (window.__clearAll) window.__clearAll();
-                if (window.__setPrompt && data.prompt) window.__setPrompt(data.prompt);
-                data.images.forEach((b64, i) => {
-                    if (b64 && window.__addImage) {
-                        const name = (data.names && data.names[i]) ? data.names[i] : ('example_' + (i+1) + '.jpg');
-                        window.__addImage(b64, name);
-                    }
-                });
-                document.querySelectorAll('.example-card.loading').forEach(c => c.classList.remove('loading'));
-                if (window.__showToast) window.__showToast('Example loaded \u2014 ' + data.images.length + ' image(s)', 'info');
-            } else if (data.status === 'error') {
-                document.querySelectorAll('.example-card.loading').forEach(c => c.classList.remove('loading'));
-                if (window.__showToast) window.__showToast('Could not load example images', 'error');
-            }
-        } catch(e) {
-            console.error('Example parse error:', e);
-        }
-    }
-
-    const obs = new MutationObserver(checkResult);
-    obs.observe(container, {childList:true, subtree:true, characterData:true, attributes:true});
-    setInterval(checkResult, 500);
-}
-watchExampleResults();
-}
-"""
-
-# ── SVG assets ─────────────────────────────────────────────────────────────────
-DOWNLOAD_SVG = '<svg viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><path d="M12 16l-5-5h3V4h4v7h3l-5 5z"/><path d="M20 18H4v2h16v-2z"/></svg>'
-
-UPLOAD_SVG = '<svg class="tb-svg" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M21 15v4a2 2 0 01-2 2H5a2 2 0 01-2-2v-4"/><polyline points="17 8 12 3 7 8"/><line x1="12" y1="3" x2="12" y2="15"/></svg>'
-
-REMOVE_SVG = '<svg class="tb-svg" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><circle cx="12" cy="12" r="10"/><line x1="15" y1="9" x2="9" y2="15"/><line x1="9" y1="9" x2="15" y2="15"/></svg>'
-
-CLEAR_SVG = '<svg class="tb-svg" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><polyline points="3 6 5 6 21 6"/><path d="M19 6v14a2 2 0 01-2 2H7a2 2 0 01-2-2V6m3 0V4a2 2 0 012-2h4a2 2 0 012 2v2"/><line x1="10" y1="11" x2="10" y2="17"/><line x1="14" y1="11" x2="14" y2="17"/></svg>'
-
-GITHUB_SVG = '<svg width="15" height="15" viewBox="0 0 16 16" xmlns="http://www.w3.org/2000/svg"><path fill="#ffffff" d="M8 0C3.58 0 0 3.58 0 8c0 3.54 2.29 6.53 5.47 7.59.4.07.55-.17.55-.38 0-.19-.01-.82-.01-1.49-2.01.37-2.53-.49-2.69-.94-.09-.23-.48-.94-.82-1.13-.28-.15-.68-.52-.01-.53.63-.01 1.08.58 1.23.82.72 1.21 1.87.87 2.33.66.07-.52.28-.87.51-1.07-1.78-.2-3.64-.89-3.64-3.95 0-.87.31-1.59.82-2.15-.08-.2-.36-1.02.08-2.12 0 0 .67-.21 2.2.82.64-.18 1.32-.27 2-.27.68 0 1.36.09 2 .27 1.53-1.04 2.2-.82 2.2-.82.44 1.1.16 1.92.08 2.12.51.56.82 1.27.82 2.15 0 3.07-1.87 3.75-3.65 3.95.29.25.54.73.54 1.48 0 1.07-.01 1.93-.01 2.2 0 .21.15.46.55.38A8.013 8.013 0 0016 8c0-4.42-3.58-8-8-8z"/></svg>'
-
-FIRE_LOGO_SVG = '<svg viewBox="0 0 24 24" fill="white" xmlns="http://www.w3.org/2000/svg"><path d="M12 23c-3.6 0-8-2.69-8-7.5 0-3.5 3-6.5 4.5-8 .27-.27.75-.08.75.28v2.44c0 .42.5.63.72.28C12.28 7.5 13 3 13 1c0-.42.48-.64.8-.35C18 4.5 20 9 20 12c0 5.5-3.5 11-8 11z"/></svg>'
-
-# ── Gradio app ─────────────────────────────────────────────────────────────────
-with gr.Blocks() as demo:
-
-    hidden_images_b64 = gr.Textbox(value="[]", elem_id="hidden-images-b64", elem_classes="hidden-input", container=False)
-    prompt = gr.Textbox(value="", elem_id="prompt-gradio-input", elem_classes="hidden-input", container=False)
-    seed = gr.Slider(minimum=0, maximum=MAX_SEED, step=1, value=0, elem_id="gradio-seed", elem_classes="hidden-input", container=False)
-    randomize_seed = gr.Checkbox(value=True, elem_id="gradio-randomize", elem_classes="hidden-input", container=False)
-    guidance_scale = gr.Slider(minimum=1.0, maximum=10.0, step=0.1, value=1.0, elem_id="gradio-guidance", elem_classes="hidden-input", container=False)
-    steps = gr.Slider(minimum=1, maximum=50, step=1, value=4, elem_id="gradio-steps", elem_classes="hidden-input", container=False)
-    result = gr.Image(elem_id="gradio-result", elem_classes="hidden-input", container=False, format="png")
-    process_state = gr.Textbox(value="idle", elem_id="gradio-process-state", elem_classes="hidden-input", container=False)
-
-    example_idx = gr.Textbox(value="", elem_id="example-idx-input", elem_classes="hidden-input", container=False)
-    example_result = gr.Textbox(value="", elem_id="example-result-data", elem_classes="hidden-input", container=False)
-    example_load_btn = gr.Button("Load Example", elem_id="example-load-btn")
-
-    gr.HTML(f"""
-    <div class="app-shell">
-
-        <!-- Header with GitHub top-right -->
-        <div class="app-header">
-            <div class="app-header-left">
-                <div class="app-logo">{FIRE_LOGO_SVG}</div>
-                <span class="app-title">FireRed-Image-Edit</span>
-                <span class="app-badge">v1.1</span>
-                <span class="app-badge fast">4-Step Fast</span>
-            </div>
-            <a href="https://github.com/PRITHIVSAKTHIUR/FireRed-Image-Edit-1.0-Fast"
-               target="_blank" class="gh-btn">
-                {GITHUB_SVG}
-                <span>GitHub</span>
-            </a>
-        </div>
-
-        <!-- Toolbar -->
-        <div class="app-toolbar">
-            <button id="tb-upload" class="modern-tb-btn" title="Upload images">
-                {UPLOAD_SVG}<span class="tb-label">Upload</span>
-            </button>
-            <button id="tb-remove" class="modern-tb-btn" title="Remove selected image">
-                {REMOVE_SVG}<span class="tb-label">Remove</span>
-            </button>
-            <button id="tb-clear" class="modern-tb-btn" title="Clear all images">
-                {CLEAR_SVG}<span class="tb-label">Clear All</span>
-            </button>
-            <div class="tb-sep"></div>
-            <span id="tb-image-count" class="tb-info">No images</span>
-        </div>
-
-        <!-- Main row -->
-        <div class="app-main-row">
-
-            <!-- Left panel -->
-            <div class="app-main-left">
-                <div id="gallery-drop-zone">
-                    <div id="upload-prompt" class="upload-prompt-modern">
-                        <div id="upload-click-area" class="upload-click-area">
-                            <svg viewBox="0 0 80 80" fill="none" xmlns="http://www.w3.org/2000/svg">
-                                <rect x="8" y="14" width="64" height="52" rx="6" fill="none"
-                                      stroke="#FF0000" stroke-width="2" stroke-dasharray="4 3"/>
-                                <polygon points="12,62 30,40 42,50 54,34 68,62"
-                                         fill="rgba(255,0,0,0.15)" stroke="#FF0000" stroke-width="1.5"/>
-                                <circle cx="28" cy="30" r="6"
-                                        fill="rgba(255,0,0,0.2)" stroke="#FF0000" stroke-width="1.5"/>
-                            </svg>
-                            <span class="upload-main-text">Click or drag images here</span>
-                            <span class="upload-sub-text">Supports multiple images for reference-based editing and guided manipulation</span>
-                        </div>
-                    </div>
-                    <input id="custom-file-input" type="file" accept="image/*" multiple style="display:none;" />
-                    <div id="image-gallery-grid" class="image-gallery-grid" style="display:none;"></div>
-                </div>
-
-                <div class="hint-bar">
-                    <b>Upload:</b> Click or drag to add images &nbsp;&middot;&nbsp;
-                    <b>Multi-image:</b> Upload multiple images for reference-based editing &nbsp;&middot;&nbsp;
-                    <kbd>Remove</kbd> deletes selected &nbsp;&middot;&nbsp;
-                    <kbd>Clear All</kbd> removes everything
-                </div>
-
-                <div class="suggestions-section">
-                    <div class="suggestions-title">Quick Prompts</div>
-                    <div class="suggestions-wrap">
-                        <button class="suggestion-chip" onclick="window.__setPrompt('Transform the image into a dotted cartoon style.')">Cartoon Style</button>
-                        <button class="suggestion-chip" onclick="window.__setPrompt('Convert it to black and white.')">Black and White</button>
-                        <button class="suggestion-chip" onclick="window.__setPrompt('Add cinematic lighting with warm orange tones and film grain.')">Cinematic</button>
-                        <button class="suggestion-chip" onclick="window.__setPrompt('Transform into anime style illustration.')">Anime Style</button>
-                        <button class="suggestion-chip" onclick="window.__setPrompt('Apply oil painting effect with visible brush strokes.')">Oil Painting</button>
-                        <button class="suggestion-chip" onclick="window.__setPrompt('Enhance and upscale with more detail and clarity.')">Enhance</button>
-                        <button class="suggestion-chip" onclick="window.__setPrompt('Make it look like a watercolor painting with soft edges.')">Watercolor</button>
-                        <button class="suggestion-chip" onclick="window.__setPrompt('Add dramatic sunset sky and warm lighting.')">Sunset Glow</button>
-                        <button class="suggestion-chip" onclick="window.__setPrompt('Convert to detailed pencil sketch with cross-hatching and shading.')">Pencil Sketch</button>
-                        <button class="suggestion-chip" onclick="window.__setPrompt('Apply pop art style with bold colors and halftone patterns.')">Pop Art</button>
-                        <button class="suggestion-chip" onclick="window.__setPrompt('Apply a vintage retro film look with faded colors and light leaks.')">Vintage Retro</button>
-                        <button class="suggestion-chip" onclick="window.__setPrompt('Add neon glow effects with vibrant colors against a dark background.')">Neon Glow</button>
-                        <button class="suggestion-chip" onclick="window.__setPrompt('Convert to pixel art style with a retro 16-bit aesthetic.')">Pixel Art</button>
-                        <button class="suggestion-chip" onclick="window.__setPrompt('Simplify into a clean minimalist illustration with flat colors.')">Minimalist</button>
-                        <button class="suggestion-chip" onclick="window.__setPrompt('Convert to low poly 3D geometric art style.')">Low Poly 3D</button>
-                        <button class="suggestion-chip" onclick="window.__setPrompt('Transform into comic book style with bold outlines and cel shading.')">Comic Book</button>
-                    </div>
-                </div>
-
-                <div class="examples-section">
-                    <div class="examples-title">Quick Examples &mdash; click to load</div>
-                    <div class="examples-scroll">
-                        {EXAMPLE_CARDS_HTML}
-                    </div>
-                </div>
-            </div>
-
-            <!-- Right panel -->
-            <div class="app-main-right">
-                <div class="panel-card">
-                    <div class="panel-card-title">Edit Instruction</div>
-                    <div class="panel-card-body">
-                        <label class="modern-label" for="custom-prompt-input">Prompt</label>
-                        <textarea id="custom-prompt-input" class="modern-textarea" rows="3"
-                                  placeholder="e.g., transform into anime, upscale, change lighting..."></textarea>
-                    </div>
-                </div>
-
-                <div style="padding:12px 20px;">
-                    <button id="custom-run-btn" class="btn-run">
-                        <svg viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg" width="18" height="18">
-                            <path d="M12 23c-3.6 0-8-2.69-8-7.5 0-3.5 3-6.5 4.5-8 .27-.27.75-.08.75.28v2.44c0 .42.5.63.72.28C12.28 7.5 13 3 13 1c0-.42.48-.64.8-.35C18 4.5 20 9 20 12c0 5.5-3.5 11-8 11z" fill="white"/>
-                        </svg>
-                        <span id="run-btn-label">Edit Image</span>
-                    </button>
-                </div>
-
-                <div class="output-frame" style="flex:1">
-                    <div class="out-title">
-                        <span>Output</span>
-                        <span id="dl-btn-output" class="out-download-btn" title="Download">
-                            {DOWNLOAD_SVG} Save
-                        </span>
-                    </div>
-                    <div class="out-body" id="output-image-container">
-                        <div class="modern-loader" id="output-loader">
-                            <div class="loader-spinner"></div>
-                            <div class="loader-text">Processing image...</div>
-                            <div class="loader-bar-track"><div class="loader-bar-fill"></div></div>
-                        </div>
-                        <div class="out-placeholder" id="output-placeholder">Result will appear here</div>
-                    </div>
-                </div>
-
-                <div class="settings-group">
-                    <div class="settings-group-title">Advanced Settings</div>
-                    <div class="settings-group-body">
-                        <div class="slider-row">
-                            <label>Seed</label>
-                            <input type="range" id="custom-seed" min="0" max="2147483647" step="1" value="0">
-                            <span class="slider-val" id="custom-seed-val">0</span>
-                        </div>
-                        <div class="checkbox-row">
-                            <input type="checkbox" id="custom-randomize" checked>
-                            <label for="custom-randomize">Randomize seed</label>
-                        </div>
-                        <div class="slider-row">
-                            <label>Guidance</label>
-                            <input type="range" id="custom-guidance" min="1" max="10" step="0.1" value="1.0">
-                            <span class="slider-val" id="custom-guidance-val">1.0</span>
-                        </div>
-                        <div class="slider-row">
-                            <label>Steps</label>
-                            <input type="range" id="custom-steps" min="1" max="50" step="1" value="4">
-                            <span class="slider-val" id="custom-steps-val">4</span>
-                        </div>
-                    </div>
-                </div>
-            </div>
-        </div>
-
-        <!-- Footer: only model credit, no GitHub link -->
-        <div class="exp-note">
-            Experimental Space for
-            <a href="https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.1" target="_blank">FireRed-Image-Edit-1.1</a>
-        </div>
-
-        <!-- Status bar -->
-        <div class="app-statusbar">
-            <div class="sb-section" id="sb-image-count">No images uploaded</div>
-            <div class="sb-section sb-fixed">Ready</div>
-        </div>
-
-    </div><!-- /app-shell -->
-    """)
-
-    run_btn = gr.Button("Run", elem_id="gradio-run-btn")
-
-    demo.load(fn=None, js=gallery_js)
-    demo.load(fn=None, js=wire_outputs_js)
-
-    run_btn.click(
-        fn=infer,
-        inputs=[hidden_images_b64, prompt, seed, randomize_seed, guidance_scale, steps],
-        outputs=[result, seed, process_state],
-        js=r"""(imgs, p, s, rs, gs, st) => {
-            const images = window.__uploadedImages || [];
-            const b64Array = images.map(img => img.b64);
-            const imgsJson = JSON.stringify(b64Array);
-            const promptEl = document.getElementById('custom-prompt-input');
-            const promptVal = promptEl ? promptEl.value : p;
-            return [imgsJson, promptVal, s, rs, gs, st];
-        }""",
-    )
+@app.get("/api/config")
+def client_config():
+    """Plain FastAPI route: example card data for the frontend."""
+    return CLIENT_CONFIG
 
-    example_load_btn.click(
-        fn=load_example_data,
-        inputs=[example_idx],
-        outputs=[example_result],
-        queue=False,
-    )
+@app.get("/", response_class=HTMLResponse)
+async def homepage():
+    html_path = os.path.join(os.path.dirname(os.path.abspath(__file__)), "index.html")
+    with open(html_path, "r", encoding="utf-8") as f:
+        return f.read()
 
 if __name__ == "__main__":
-    demo.queue(max_size=50).launch(
-        css=css,
-        mcp_server=True,
-        ssr_mode=False,
-        show_error=True,
-        allowed_paths=["examples"],
-    )
+    app.launch(show_error=True, mcp_server=True)