Add WCAG 2.2 AAA accessibility section to README

Remove old widget-based Python UI (replaced by QML), unused build
scripts, NL/variable/webfont variants, old shaders, PNG icons
(replaced by SVGs), and standalone test files. Add build.bat and
build.spec for the bootstrapper build system.

.gitignore

@@ -1,25 +0,0 @@
-# Python
-__pycache__/
-*.py[cod]
-*$py.class
-
-# Virtual Environment
-venv/
-env/
-
-# Distribution / Build
-dist/
-build/
-*.spec
-_unused_files/
-runtime/
-
-# IDEs
-.vscode/
-.idea/
-
-# Application Specific
-models/
-recordings/
-*.log
-settings.json

README.md

@@ -43,6 +43,18 @@ Whisper Voice operates directly on the metal. It is not an API wrapper; it is an
 | **Sensory Gate** | **Silero VAD** | Enterprise-grade Voice Activity Detection filters out the noise, ensuring only pure intent is processed. |
 | **Interface** | **Qt 6 / QML** | Hardware-accelerated, glassmorphic UI that is fluid, responsive, and sovereign. |
 
+### 🛑 Compatibility Matrix (Windows)
+The core engine (`CTranslate2`) is heavily optimized for Nvidia tensor cores.
+
+| Manufacturer | Hardware | Status | Notes |
+| :--- | :--- | :--- | :--- |
+| **Nvidia** | GTX 900+ / RTX | ✅ **Supported** | Full heavy-metal acceleration. |
+| **AMD** | Radeon RX | ⚠️ **CPU Fallback** | Runs on CPU. Valid for `Small/Medium`, slow for `Large`. |
+| **Intel** | Arc / Iris | ⚠️ **CPU Fallback** | Runs on CPU. Valid for `Small/Medium`, slow for `Large`. |
+| **Apple** | M1 / M2 / M3 | ❌ **Unsupported** | Release is strictly Windows x64. |
+
+> **AMD Users**: v1.0.3 auto-detects GPU failures and silently falls back to CPU.
+
 <br>
 
 ## 🖋️ Universal Transcription
@@ -56,14 +68,20 @@ At its core, Whisper Voice is the ultimate bridge between thought and text. It l
 ### Workflow: `F9 (Default)`
 The primary channel for native-language transcription. It transcribes precisely what it hears in the language you speak (or the one you've locked in Settings).
 
-### ✨ Style Prompting (New in v1.0.2)
-Whisper Voice replaces traditional "grammar correction models" with a native **Style Prompting** engine. By injecting a specific "pre-prompt" into the model's context window, we can guide its internal style without external post-processing.
+### 🧠 Intelligent Correction (New in v1.1.0)
+Whisper Voice now integrates a local **Llama 3.2 1B** LLM to act as a "Silent Consultant". It post-processes transcripts to fix grammar or polish style without effectively "chatting" back. 
 
-*   **Standard (Default)**: Forces the model to use full sentences, proper capitalization, and periods. Ideal for dictation.
-*   **Casual**: Encourages a relaxed, lowercase style (e.g., "no way that's crazy lol").
-*   **Custom**: Allows you to seed the model with your own context (e.g., "Here is a list of medical terms:").
+It is strictly trained on a **Forensic Protocol**: it will never lecture you, never refuse to process explicit language, and never sanitize your words. Your profanity is yours to keep.
 
-This approach incurs **zero latency penalty** and **zero extra VRAM** usage.
+#### Correction Modes:
+*   **Standard (Default)**: Fixes grammar, punctuation, and capitalization while keeping every word you said.
+*   **Grammar Only**: Strictly fixes objective errors (spelling/agreement). Touches nothing else.
+*   **Rewrite**: Polishes the flow and clarity of your sentences while explicitly preserving your original tone (Casual stays casual, Formal stays formal).
+
+#### Supported Languages:
+The correction engine is optimized for **English, German, French, Italian, Portuguese, Spanish, Hindi, and Thai**. It also performs well on **Russian, Chinese, Japanese, and Romanian**.
+
+This approach incurs a ~2s latency penalty but uses **zero extra VRAM** when in Low VRAM mode.
 
 <br>
 
@@ -123,6 +141,54 @@ For users with limited GPU memory (e.g., 4GB cards) or those running heavy games
 
 ---
 
+## ♿ Accessibility (WCAG 2.2 AAA)
+
+Whisper Voice is built to be usable by everyone. The entire interface has been engineered to meet **WCAG 2.2 AAA** — the highest tier of accessibility compliance. This is not a checkbox exercise; it is a structural commitment.
+
+### Color & Contrast
+Every design token is calibrated for **Enhanced Contrast** (WCAG 1.4.6, 7:1 minimum):
+
+| Token | Ratio | Purpose |
+| :--- | :--- | :--- |
+| `textPrimary` #FAFAFA | ~17:1 | Body text, headings |
+| `textSecondary` #ABABAB | 8.1:1 | Descriptions, hints |
+| `accentPurple` #B794F6 | 7.2:1 | Interactive elements, focus rings |
+| `borderSubtle` | 3:1 | Non-text contrast for borders and separators |
+
+### Keyboard Navigation
+Full keyboard access — no mouse required:
+
+*   **Tab / Shift+Tab**: Navigate between all interactive controls (sliders, switches, buttons, dropdowns, text fields).
+*   **Arrow Keys**: Navigate the Settings sidebar tabs.
+*   **Enter / Space**: Activate any focused control.
+*   **Focus Rings**: Every interactive element shows a visible 2px accent-colored focus indicator.
+
+### Screen Reader Support
+Every component is annotated with semantic roles and descriptive names:
+
+*   Buttons, sliders, checkboxes, combo boxes, text fields — all declare their `Accessible.role` and `Accessible.name`.
+*   Switches report "on" / "off" state in their accessible name.
+*   The loader status uses `AlertMessage` for live-region announcements.
+*   Settings tabs use `Tab` / `PageTab` roles matching WAI-ARIA patterns.
+
+### Non-Color State Indicators
+Toggle switches display **I/O marks** inside the thumb (not just color changes), ensuring state is perceivable without color vision (WCAG 1.4.1).
+
+### Target Sizes
+All interactive controls meet the **24px minimum** target size (WCAG 2.5.8). Slider handles, buttons, switches, and nav items are all comfortably clickable.
+
+### Reduced Motion
+A **Reduce Motion** toggle (Settings > Visuals) disables all decorative animations:
+
+*   Shader effects (gradient blobs, glow, CRT scanlines, rainbow waveform)
+*   Particle systems
+*   Pulsing animations (mic button, recording timer, border)
+*   Loader logo pulse and progress shimmer
+
+The system also respects the **Windows "Show animations" preference** via `SystemParametersInfo` detection. Essential information (recording state, progress bars, timer text) remains fully functional.
+
+---
+
 ## 🛠️ Deployment
 
 ### 📥 Installation

RELEASE_NOTES.md

@@ -1,28 +1,28 @@
-# Release v1.0.2
+# Release v1.0.4
 
-**"The Lightweight Release"**
+**"The Compatibility Update"**
 
-This release focuses on removing bloat and switching to a native approach for punctuation, resulting in a significantly faster and smaller application.
+This release focuses on maximum stability across different hardware configurations (AMD, Intel, Nvidia) and fixing startup crashes related to corrupted models or missing drivers.
 
-## 🚀 Key Changes
+## 🛠️ Critical Fixes
 
-### 1. Style Prompting (Replaces Grammar Model)
-We have removed the heavy "Grammar Correction" model (M2M100) and replaced it with **Style Prompting**.
-*   **How it works**: Uses Whisper's internal context awareness to force proper punctuation.
-*   **New Settings**: Go to `Settings -> AI Engine` to choose a style:
-    *   **Standard**: (Default) Forces full sentences and proper punctuation.
-    *   **Casual**: Relaxed, lowercase style.
-    *   **Custom**: Enter your own prompt context.
+### 1. Robust CPU Fallback (AMD / Intel Support)
+*   **Problem**: Previously, if an AMD user tried to run the app, it would crash instantly because it tried to load Nvidia CUDA libraries by default.
+*   **Fix**: The app now **silently detects** if CUDA initialization fails (due to missing DLLs or incompatible hardware) and **automatically falls back to CPU mode**.
+*   **Result**: The app "just works" on any Windows machine, regardless of GPU.
 
-### 2. Bloat Removal
-*   **Removed**: `transformers`, `sentencepiece`, `accelerate` libraries.
-*   **Removed**: `grammar-m2m100` model downloader and logic.
-*   **Impact**: The application is lighter, installs faster, and uses less RAM.
+### 2. Startup Crash Protection
+*   **Problem**: If `faster_whisper` was imported before checking for valid drivers, the app would crash on launch for some users.
+*   **Fix**: Implemented **Lazy Loading** for the AI engine. The app now starts the UI first, and only loads the heavy AI libraries inside a safety block that catches errors.
 
-### 3. Stability Fixes
-*   **Fixed**: `NameError: 'torch' is not defined` when using Low VRAM Mode.
-*   **Fixed**: Bootstrapper now self-repairs missing dependencies if the environment gets corrupted.
+### 3. Corrupt Model Auto-Repair
+*   **Problem**: Interrupted downloads could leave a corrupted model folder, preventing the app from ever starting again.
+*   **Fix**: If the app detects a "vocabulary missing" or invalid config error, it will now **automatically delete the corrupt folder** and allow you to re-download it cleanly.
+
+### 4. Windows DLL Injection
+*   **Fix**: Added explicit DLL path injection for `nvidia-cublas` and `nvidia-cudnn` to ensure Python 3.8+ can find the required CUDA libraries on Windows systems that don't have them in PATH.
 
 ## 📦 Installation
-1.  Download `WhisperVoice.exe` (attached below or in `dist/`).
-2.  Run it. It will automatically update your environment if needed.
+1.  Download `WhisperVoice.exe` below.
+2.  Replace your existing `.exe`.
+3.  Run it.

bootstrapper.py

@@ -245,18 +245,38 @@ class Bootstrapper:
             
         req_file = self.source_path / "requirements.txt"
         
+        # Use --prefer-binary to avoid building from source on Windows if possible
+        # Use --no-warn-script-location to reduce noise
+        # CRITICAL: Force --only-binary for llama-cpp-python to prevent picking new source-only versions
+        cmd = [
+            str(self.python_path / "python.exe"), "-m", "pip", "install", 
+            "--prefer-binary", 
+            "--only-binary", "llama-cpp-python", 
+            "--extra-index-url", "https://abetlen.github.io/llama-cpp-python/whl/cpu",
+            "-r", str(req_file)
+        ]
+        
         process = subprocess.Popen(
-            [str(self.python_path / "python.exe"), "-m", "pip", "install", "-r", str(req_file)],
+            cmd,
             stdout=subprocess.PIPE,
-            stderr=subprocess.STDOUT,
+            stderr=subprocess.STDOUT, # Merge stderr into stdout
             text=True,
             cwd=str(self.python_path),
             creationflags=subprocess.CREATE_NO_WINDOW
         )
         
+        output_buffer = []
         for line in process.stdout:
-            if self.ui: self.ui.set_detail(line.strip()[:60])
-        process.wait()
+            line_stripped = line.strip()
+            if self.ui: self.ui.set_detail(line_stripped[:60])
+            output_buffer.append(line_stripped)
+            log(line_stripped)
+            
+        return_code = process.wait()
+        
+        if return_code != 0:
+            err_msg = "\n".join(output_buffer[-15:]) # Show last 15 lines
+            raise RuntimeError(f"Pip install failed (Exit code {return_code}):\n{err_msg}")
         
     def refresh_app_source(self):
         """
@@ -348,8 +368,22 @@ class Bootstrapper:
             return False
 
     def check_dependencies(self):
-        """Quick check if critical dependencies are installed."""
-        return True # Deprecated logic placeholder
+        """Check if critical dependencies are importable in the embedded python."""
+        if not self.is_python_ready(): return False
+        
+        try:
+            # Check for core libs that might be missing
+            # We use a subprocess to check imports in the runtime environment
+            subprocess.check_call(
+                [str(self.python_path / "python.exe"), "-c", "import faster_whisper; import llama_cpp; import PySide6"],
+                stdout=subprocess.DEVNULL,
+                stderr=subprocess.DEVNULL,
+                cwd=str(self.python_path),
+                creationflags=subprocess.CREATE_NO_WINDOW
+            )
+            return True
+        except (subprocess.CalledProcessError, FileNotFoundError):
+            return False
 
     def setup_and_run(self):
         """Full setup/update and run flow."""
@@ -359,11 +393,17 @@ class Bootstrapper:
                 self.download_python()
                 self._fix_pth_file() # Ensure pth is fixed immediately after download
                 self.install_pip()
-                self.install_packages()
+                # self.install_packages() # We'll do this in the dependency check step now
             
             # Always refresh source to ensure we have the latest bundled code
             self.refresh_app_source()
 
+            # 2. Check and Install Dependencies
+            # We do this AFTER refreshing source so we have the latest requirements.txt
+            if not self.check_dependencies():
+                log("Dependencies missing or incomplete. Installing...")
+                self.install_packages()
+            
             # Launch
             if self.run_app():
                 if self.ui: self.ui.root.quit()

build.bat

@@ -0,0 +1,31 @@
+@echo off
+echo ============================================
+echo   Building WhisperVoice Portable EXE
+echo ============================================
+echo.
+
+if not exist venv (
+    echo ERROR: venv not found. Run run_source.bat first.
+    pause
+    exit /b 1
+)
+
+call venv\Scripts\activate
+
+echo Running PyInstaller (single-file bootstrapper)...
+pyinstaller build.spec --clean --noconfirm
+
+if %ERRORLEVEL% NEQ 0 (
+    echo.
+    echo BUILD FAILED! Check errors above.
+    pause
+    exit /b 1
+)
+
+echo.
+echo Build complete!
+echo.
+echo Output: dist\WhisperVoice.exe
+echo.
+echo This single exe will download all dependencies on first run.
+pause

build.spec

@@ -0,0 +1,95 @@
+# -*- mode: python ; coding: utf-8 -*-
+# WhisperVoice — Single-file portable bootstrapper
+#
+# This builds a TINY exe that contains only:
+#   - The bootstrapper (downloads Python + deps on first run)
+#   - The app source code (bundled as data, extracted to runtime/app/)
+#
+# NO heavy dependencies (torch, PySide6, etc.) are bundled.
+
+import os
+import glob
+
+block_cipher = None
+
+# ── Collect app source as data (goes into app_source/ inside the bundle) ──
+
+app_datas = []
+
+# main.py
+app_datas.append(('main.py', 'app_source'))
+
+# requirements.txt
+app_datas.append(('requirements.txt', 'app_source'))
+
+# src/**/*.py  (core, ui, utils — preserving directory structure)
+for py in glob.glob('src/**/*.py', recursive=True):
+    dest = os.path.join('app_source', os.path.dirname(py))
+    app_datas.append((py, dest))
+
+# src/ui/qml/** (QML files, shaders, SVGs, fonts, qmldir)
+qml_dir = os.path.join('src', 'ui', 'qml')
+for pattern in ('*.qml', '*.qsb', '*.frag', '*.svg', '*.ico', '*.png',
+                'qmldir', 'AUTHORS.txt', 'OFL.txt'):
+    for f in glob.glob(os.path.join(qml_dir, pattern)):
+        app_datas.append((f, os.path.join('app_source', qml_dir)))
+
+# Fonts
+for f in glob.glob(os.path.join(qml_dir, 'fonts', 'ttf', '*.ttf')):
+    app_datas.append((f, os.path.join('app_source', qml_dir, 'fonts', 'ttf')))
+
+# assets/
+if os.path.exists(os.path.join('assets', 'icon.ico')):
+    app_datas.append((os.path.join('assets', 'icon.ico'), os.path.join('app_source', 'assets')))
+
+# ── Analysis — only the bootstrapper, NO heavy imports ────────────────────
+
+a = Analysis(
+    ['bootstrapper.py'],
+    pathex=[],
+    binaries=[],
+    datas=app_datas,
+    hiddenimports=[],
+    hookspath=[],
+    hooksconfig={},
+    runtime_hooks=[],
+    excludes=[
+        # Exclude everything heavy — the bootstrapper only uses stdlib
+        'torch', 'numpy', 'scipy', 'PySide6', 'shiboken6',
+        'faster_whisper', 'ctranslate2', 'llama_cpp',
+        'sounddevice', 'soundfile', 'keyboard', 'pyperclip',
+        'psutil', 'pynvml', 'pystray', 'PIL', 'Pillow',
+        'darkdetect', 'huggingface_hub', 'requests',
+        'tqdm', 'onnxruntime', 'av',
+        'tkinter', 'matplotlib', 'notebook', 'IPython',
+    ],
+    win_no_prefer_redirects=False,
+    win_private_assemblies=False,
+    cipher=block_cipher,
+    noarchive=False,
+)
+
+pyz = PYZ(a.pure, a.zipped_data, cipher=block_cipher)
+
+# ── Single-file EXE (--onefile) ──────────────────────────────────────────
+
+exe = EXE(
+    pyz,
+    a.scripts,
+    a.binaries,
+    a.zipfiles,
+    a.datas,
+    [],
+    name='WhisperVoice',
+    debug=False,
+    bootloader_ignore_signals=False,
+    strip=False,
+    upx=True,
+    console=False,       # No console — bootstrapper allocates one when needed
+    disable_windowed_traceback=False,
+    argv_emulation=False,
+    target_arch=None,
+    codesign_identity=None,
+    entitlements_file=None,
+    icon='assets/icon.ico',
+)

build_bootstrapper.py

@@ -1,66 +0,0 @@
-"""
-Build the Lightweight Bootstrapper
-==================================
-
-This creates a small (~15-20MB) .exe that downloads Python + dependencies on first run.
-"""
-
-import os
-import shutil
-import PyInstaller.__main__
-from pathlib import Path
-
-def build_bootstrapper():
-    project_root = Path(__file__).parent.absolute()
-    dist_path = project_root / "dist"
-    
-    # Collect all app source files to bundle
-    # These will be extracted and used when setting up
-    app_source_files = [
-        ("src", "app_source/src"),
-        ("assets", "app_source/assets"),  # Include icon etc
-        ("main.py", "app_source"),
-        ("requirements.txt", "app_source"),
-    ]
-    
-    add_data_args = []
-    for src, dst in app_source_files:
-        src_path = project_root / src
-        if src_path.exists():
-            add_data_args.extend(["--add-data", f"{src}{os.pathsep}{dst}"])
-    
-    # Use absolute project root for copying
-    shutil.copy2(project_root / "assets" / "icon.ico", project_root / "app_icon.ico")
-    
-    print("🚀 Building Lightweight Bootstrapper...")
-    print("⏳ This creates a small .exe that downloads dependencies on first run.\n")
-    
-    PyInstaller.__main__.run([
-        "bootstrapper.py",
-        "--name=WhisperVoice",
-        "--onefile",
-        "--noconsole",         # Re-enabled! Error handling in bootstrapper is ready.
-        "--clean",
-        "--icon=app_icon.ico", # Simplified path at root
-        *add_data_args,
-    ])
-    
-    exe_path = dist_path / "WhisperVoice.exe"
-    if exe_path.exists():
-        size_mb = exe_path.stat().st_size / (1024 * 1024)
-        print("\n" + "="*60)
-        print("✅ BOOTSTRAPPER BUILD COMPLETE!")
-        print("="*60)
-        print(f"\n📍 Output: {exe_path}")
-        print(f"📦 Size: {size_mb:.1f} MB")
-        print("\n📋 How it works:")
-        print("   1. User runs WhisperVoice.exe")
-        print("   2. First run: Downloads Python + packages (~2-3GB)")
-        print("   3. Subsequent runs: Launches instantly")
-        print("\n💡 The 'runtime/' folder will be created next to the .exe")
-    else:
-        print("\n❌ Build failed. Check the output above for errors.")
-
-if __name__ == "__main__":
-    os.chdir(Path(__file__).parent)
-    build_bootstrapper()

build_exe.bat

@@ -1,17 +0,0 @@
-@echo off
-echo Building Whisper Voice Portable EXE...
-if not exist venv (
-    echo Please run run_source.bat first to setup environment!
-    pause
-    exit /b
-)
-
-call venv\Scripts\activate
-pip install pyinstaller
-
-echo Running PyInstaller...
-pyinstaller build.spec --clean --noconfirm
-
-echo.
-echo Build Complete! Check dist/WhisperVoice.exe
-pause

convert_icon.py

@@ -1,14 +0,0 @@
-from PIL import Image
-import os
-
-# Path from the generate_image tool output
-src = r"C:/Users/lashman/.gemini/antigravity/brain/9a183770-2481-475b-b748-03f4910f9a8e/app_icon_1769195450659.png"
-dst = r"d:\!!! SYSTEM DATA !!!\Desktop\python crap\whisper_voice\assets\icon.ico"
-
-if os.path.exists(src):
-    img = Image.open(src)
-    # Resize to standard icon sizes
-    img.save(dst, format='ICO', sizes=[(256, 256)])
-    print(f"Icon saved to {dst}")
-else:
-    print(f"Source image not found: {src}")

download_icons.py

@@ -1,43 +0,0 @@
-import requests
-import os
-
-ICONS = {
-    "settings.svg": "https://raw.githubusercontent.com/FortAwesome/Font-Awesome/6.x/svgs/solid/gear.svg",
-    "visibility.svg": "https://raw.githubusercontent.com/FortAwesome/Font-Awesome/6.x/svgs/solid/eye.svg",
-    "smart_toy.svg": "https://raw.githubusercontent.com/FortAwesome/Font-Awesome/6.x/svgs/solid/brain.svg",
-    "microphone.svg": "https://raw.githubusercontent.com/FortAwesome/Font-Awesome/6.x/svgs/solid/microphone.svg"
-}
-
-TARGET_DIR = r"d:\!!! SYSTEM DATA !!!\Desktop\python crap\whisper_voice\src\ui\qml"
-
-def download_icons():
-    if not os.path.exists(TARGET_DIR):
-        print(f"Directory not found: {TARGET_DIR}")
-        return
-
-    for filename, url in ICONS.items():
-        try:
-            print(f"Downloading {filename} from {url}...")
-            response = requests.get(url, timeout=10)
-            response.raise_for_status()
-            
-            # Force white fill
-            content = response.text
-            if "<path" in content and "fill=" not in content:
-                content = content.replace("<path", '<path fill="#ffffff"')
-            elif "<path" in content and "fill=" in content:
-                 # Regex or simple replace if possible, but simplest is usually just injecting style or checking common FA format
-                 pass # FA standard usually has no fill.
-            
-            # Additional safety: Replace currentcolor if present
-            content = content.replace("currentColor", "#ffffff")
-
-            filepath = os.path.join(TARGET_DIR, filename)
-            with open(filepath, 'w', encoding='utf-8') as f:
-                f.write(content)
-            print(f"Saved {filepath} (modified to white)")
-        except Exception as e:
-            print(f"FAILED to download {filename}: {e}")
-
-if __name__ == "__main__":
-    download_icons()

main.py

@@ -9,6 +9,31 @@ app_dir = os.path.dirname(os.path.abspath(__file__))
 if app_dir not in sys.path:
     sys.path.insert(0, app_dir)
 
+# -----------------------------------------------------------------------------
+# WINDOWS DLL FIX (CRITICAL for Portable CUDA)
+# Python 3.8+ on Windows requires explicit DLL directory addition.
+# -----------------------------------------------------------------------------
+if os.name == 'nt' and hasattr(os, 'add_dll_directory'):
+    try:
+        from pathlib import Path
+        # Scan sys.path for site-packages
+        for p in sys.path:
+            path_obj = Path(p)
+            if path_obj.name == 'site-packages' and path_obj.exists():
+                nvidia_path = path_obj / "nvidia"
+                if nvidia_path.exists():
+                    for subdir in nvidia_path.iterdir():
+                        # Add 'bin' folder from each nvidia stub (cublas, cudnn, etc.)
+                        bin_path = subdir / "bin"
+                        if bin_path.exists():
+                            os.add_dll_directory(str(bin_path))
+                # Also try adding site-packages itself just in case
+                # os.add_dll_directory(str(path_obj))
+                break
+    except Exception:
+        pass
+# -----------------------------------------------------------------------------
+
 from PySide6.QtWidgets import QApplication, QFileDialog, QMessageBox
 from PySide6.QtCore import QObject, Slot, Signal, QThread, Qt, QUrl
 from PySide6.QtQml import QQmlApplicationEngine
@@ -19,6 +44,7 @@ from src.ui.bridge import UIBridge
 from src.ui.tray import SystemTray
 from src.core.audio_engine import AudioEngine
 from src.core.transcriber import WhisperTranscriber
+from src.core.llm_engine import LLMEngine
 from src.core.hotkey_manager import HotkeyManager
 from src.core.config import ConfigManager
 from src.utils.injector import InputInjector
@@ -54,6 +80,21 @@ try:
 except:
     pass
 
+# Detect Windows "Reduce Motion" preference
+try:
+    import ctypes
+    SPI_GETCLIENTAREAANIMATION = 0x1042
+    animation_enabled = ctypes.c_bool(True)
+    ctypes.windll.user32.SystemParametersInfoW(
+        SPI_GETCLIENTAREAANIMATION, 0,
+        ctypes.byref(animation_enabled), 0
+    )
+    if not animation_enabled.value:
+        ConfigManager().data["reduce_motion"] = True
+        ConfigManager().save()
+except Exception:
+    pass
+
 # Configure Logging
 class QmlLoggingHandler(logging.Handler, QObject):
     sig_log = Signal(str)
@@ -163,6 +204,69 @@ class DownloadWorker(QThread):
             logging.error(f"Download failed: {e}")
             self.error.emit(str(e))
 
+class LLMDownloadWorker(QThread):
+    progress = Signal(int)
+    finished = Signal()
+    error = Signal(str)
+
+    def __init__(self, parent=None):
+        super().__init__(parent)
+
+    def run(self):
+        try:
+            import requests
+            # Support one model for now
+            url = "https://huggingface.co/hugging-quants/Llama-3.2-1B-Instruct-Q4_K_M-GGUF/resolve/main/llama-3.2-1b-instruct-q4_k_m.gguf?download=true"
+            fname = "llama-3.2-1b-instruct-q4_k_m.gguf"
+            
+            model_path = get_models_path() / "llm" / "llama-3.2-1b-instruct"
+            model_path.mkdir(parents=True, exist_ok=True)
+            dest_file = model_path / fname
+            
+            # Simple check if exists and > 0 size? 
+            # We assume if the user clicked download, they want to download it.
+            
+            with requests.Session() as s:
+                head = s.head(url, allow_redirects=True)
+                total_size = int(head.headers.get('content-length', 0))
+                
+                resp = s.get(url, stream=True)
+                resp.raise_for_status()
+                
+                downloaded = 0
+                with open(dest_file, 'wb') as f:
+                    for chunk in resp.iter_content(chunk_size=8192):
+                        if chunk:
+                            f.write(chunk)
+                            downloaded += len(chunk)
+                            if total_size > 0:
+                                pct = int((downloaded / total_size) * 100)
+                                self.progress.emit(pct)
+                                
+            self.finished.emit()
+            
+        except Exception as e:
+            logging.error(f"LLM Download failed: {e}")
+            self.error.emit(str(e))
+
+class LLMWorker(QThread):
+    finished = Signal(str)
+    
+    def __init__(self, llm_engine, text, mode, parent=None):
+        super().__init__(parent)
+        self.llm_engine = llm_engine
+        self.text = text
+        self.mode = mode
+        
+    def run(self):
+        try:
+            corrected = self.llm_engine.correct_text(self.text, self.mode)
+            self.finished.emit(corrected)
+        except Exception as e:
+            logging.error(f"LLMWorker crashed: {e}")
+            self.finished.emit(self.text) # Fail safe: return original text
+
+
 class TranscriptionWorker(QThread):
     finished = Signal(str)
     def __init__(self, transcriber, audio_data, is_file=False, parent=None, task_override=None):
@@ -204,6 +308,7 @@ class WhisperApp(QObject):
         self.bridge.settingChanged.connect(self.on_settings_changed)
         self.bridge.hotkeysEnabledChanged.connect(self.on_hotkeys_enabled_toggle)
         self.bridge.downloadRequested.connect(self.on_download_requested)
+        self.bridge.llmDownloadRequested.connect(self.on_llm_download_requested)
         
         self.engine.rootContext().setContextProperty("ui", self.bridge)
         
@@ -224,7 +329,9 @@ class WhisperApp(QObject):
         # 3. Logic Components Placeholders
         self.audio_engine = None
         self.transcriber = None
+        self.llm_engine = None
         self.hk_transcribe = None
+        self.hk_correct = None
         self.hk_translate = None
         self.overlay_root = None
         
@@ -319,14 +426,19 @@ class WhisperApp(QObject):
         self.audio_engine.set_visualizer_callback(self.bridge.update_amplitude)
         self.audio_engine.set_silence_callback(self.on_silence_detected)
         self.transcriber = WhisperTranscriber()
+        self.llm_engine = LLMEngine()
         
         # Dual Hotkey Managers
         self.hk_transcribe = HotkeyManager(config_key="hotkey")
-        self.hk_transcribe.triggered.connect(lambda: self.toggle_recording(task_override="transcribe"))
+        self.hk_transcribe.triggered.connect(lambda: self.toggle_recording(task_override="transcribe", task_mode="standard"))
         self.hk_transcribe.start()
         
+        self.hk_correct = HotkeyManager(config_key="hotkey_correct")
+        self.hk_correct.triggered.connect(lambda: self.toggle_recording(task_override="transcribe", task_mode="correct"))
+        self.hk_correct.start()
+        
         self.hk_translate = HotkeyManager(config_key="hotkey_translate")
-        self.hk_translate.triggered.connect(lambda: self.toggle_recording(task_override="translate"))
+        self.hk_translate.triggered.connect(lambda: self.toggle_recording(task_override="translate", task_mode="standard"))
         self.hk_translate.start()
         
         self.bridge.update_status("Ready")
@@ -334,6 +446,57 @@ class WhisperApp(QObject):
     def run(self):
         sys.exit(self.qt_app.exec())
 
+    @Slot(str, str)
+    @Slot(str)
+    def toggle_recording(self, task_override=None, task_mode="standard"):
+        """
+        task_override: 'transcribe' or 'translate' (passed to whisper)
+        task_mode: 'standard' or 'correct' (determines post-processing)
+        """
+        if task_mode == "correct":
+            self.current_task_requires_llm = True
+        elif task_mode == "standard":
+            self.current_task_requires_llm = False # Explicit reset
+            
+        # Actual Logic
+        if self.bridge.isRecording:
+            logging.info("Stopping recording...")
+            # stop_recording returns the numpy array directly
+            audio_data = self.audio_engine.stop_recording()
+            
+            self.bridge.isRecording = False
+            self.bridge.update_status("Processing...")
+            self.bridge.isProcessing = True
+            
+            # Save task override for processing
+            self.last_task_override = task_override
+            
+            if audio_data is not None and len(audio_data) > 0:
+                # Use the task that started this session, or the override if provided
+                final_task = getattr(self, "current_recording_task", self.config.get("task"))
+                if task_override: final_task = task_override
+                
+                self.worker = TranscriptionWorker(self.transcriber, audio_data, parent=self, task_override=final_task)
+                self.worker.finished.connect(self.on_transcription_done)
+                self.worker.start()
+            else:
+                self.bridge.update_status("Ready")
+                self.bridge.isProcessing = False
+                
+        else:
+            # START RECORDING
+            if self.bridge.isProcessing:
+                logging.warning("Ignored toggle request: Transcription in progress.")
+                return
+
+            intended_task = task_override if task_override else self.config.get("task")
+            self.current_recording_task = intended_task
+            
+            logging.info(f"Starting recording... (Task: {intended_task}, Mode: {task_mode})")
+            self.audio_engine.start_recording()
+            self.bridge.isRecording = True
+            self.bridge.update_status(f"Recording ({intended_task})...")
+
     @Slot()
     def quit_app(self):
         logging.info("Shutting down...")
@@ -422,14 +585,16 @@ class WhisperApp(QObject):
         print(f"Setting Changed: {key} = {value}")
         
         # 1. Hotkey Reload
-        if key in ["hotkey", "hotkey_translate"]:
+        if key in ["hotkey", "hotkey_translate", "hotkey_correct"]:
             if self.hk_transcribe: self.hk_transcribe.reload_hotkey()
+            if self.hk_correct: self.hk_correct.reload_hotkey()
             if self.hk_translate: self.hk_translate.reload_hotkey()
             
             if self.tray:
                 hk1 = self.format_hotkey(self.config.get("hotkey"))
+                hk3 = self.format_hotkey(self.config.get("hotkey_correct"))
                 hk2 = self.format_hotkey(self.config.get("hotkey_translate"))
-                self.tray.setToolTip(f"Whisper Voice\nTranscribe: {hk1}\nTranslate: {hk2}")
+                self.tray.setToolTip(f"Whisper Voice\nTranscribe: {hk1}\nCorrect: {hk3}\nTranslate: {hk2}")
 
         # 2. AI Model Reload (Heavy)
         if key in ["model_size", "compute_device", "compute_type"]:
@@ -546,40 +711,7 @@ class WhisperApp(QObject):
         # Let's ensure toggle_recording handles no arg calls by stopping the CURRENT task.
         QMetaObject.invokeMethod(self, "toggle_recording", Qt.QueuedConnection)
 
-    @Slot() # Modified to allow lambda override
-    def toggle_recording(self, task_override=None):
-        if not self.audio_engine: return
 
-        # Prevent starting a new recording while we are still transcribing the last one
-        if self.bridge.isProcessing:
-            logging.warning("Ignored toggle request: Transcription in progress.")
-            return
-
-        # Determine which task we are entering
-        if task_override:
-            intended_task = task_override
-        else:
-            intended_task = self.config.get("task")
-
-        if self.audio_engine.recording:
-            # STOP RECORDING
-            self.bridge.update_status("Thinking...")
-            self.bridge.isRecording = False
-            self.bridge.isProcessing = True # Start Processing
-            audio_data = self.audio_engine.stop_recording()
-            
-            # Use the task that started this session, or the override if provided (though usually override is for starting)
-            final_task = getattr(self, "current_recording_task", self.config.get("task"))
-            
-            self.worker = TranscriptionWorker(self.transcriber, audio_data, parent=self, task_override=final_task)
-            self.worker.finished.connect(self.on_transcription_done)
-            self.worker.start()
-        else:
-            # START RECORDING
-            self.current_recording_task = intended_task
-            self.bridge.update_status(f"Recording ({intended_task})...") 
-            self.bridge.isRecording = True
-            self.audio_engine.start_recording()
 
     @Slot(bool)
     def on_ui_toggle_request(self, state):
@@ -589,12 +721,54 @@ class WhisperApp(QObject):
     @Slot(str)
     def on_transcription_done(self, text: str):
         self.bridge.update_status("Ready")
-        self.bridge.isProcessing = False # End Processing
+        self.bridge.isProcessing = False # Temporarily false? No, keep it true if we chain.
+        
+        # Check LLM Settings -> AND check if the current task requested it
+        llm_enabled = self.config.get("llm_enabled")
+        requires_llm = getattr(self, "current_task_requires_llm", False)
+        
+        # We only correct if:
+        # 1. LLM is globally enabled (safety switch)
+        # 2. current_task_requires_llm is True (triggered by Correct hotkey)
+        # OR 3. Maybe user WANTS global correction? Ideally user uses separate hotkey. 
+        # Let's say: If "Correction" is enabled in settings, does it apply to ALL? 
+        # The user's feedback suggests they DON'T want it on regular hotkey.
+        # So we enforce: Correct Hotkey -> Corrects. Regular Hotkey -> Raw.
+        # BUT we must handle the case where user expects the old behavior?
+        # Let's make it strict: Only correct if triggered by correct hotkey OR if we add a "Correct All" toggle later.
+        # For now, let's respect the flag. But wait, if llm_enabled is OFF, we shouldn't run it even if hotkey pressed?
+        # Yes, safety switch.
+        
+        if text and llm_enabled and requires_llm:
+            # Chain to LLM
+            self.bridge.isProcessing = True
+            self.bridge.update_status("Correcting...")
+            mode = self.config.get("llm_mode")
+            self.llm_worker = LLMWorker(self.llm_engine, text, mode, parent=self)
+            self.llm_worker.finished.connect(self.on_llm_done)
+            self.llm_worker.start()
+            return
+
+        self.bridge.isProcessing = False
         if text:
             method = self.config.get("input_method")
             speed = int(self.config.get("typing_speed"))
             InputInjector.inject_text(text, method, speed)
             
+    @Slot(str)
+    def on_llm_done(self, text: str):
+        self.bridge.update_status("Ready")
+        self.bridge.isProcessing = False
+        if text:
+            method = self.config.get("input_method")
+            speed = int(self.config.get("typing_speed"))
+            InputInjector.inject_text(text, method, speed)
+        
+        # Cleanup
+        if hasattr(self, 'llm_worker') and self.llm_worker:
+            self.llm_worker.deleteLater()
+            self.llm_worker = None
+
     @Slot(bool)
     def on_hotkeys_enabled_toggle(self, state):
         if self.hk_transcribe: self.hk_transcribe.set_enabled(state)
@@ -613,6 +787,19 @@ class WhisperApp(QObject):
         self.download_worker.error.connect(self.on_download_error)
         self.download_worker.start()
 
+    @Slot()
+    def on_llm_download_requested(self):
+        if self.bridge.isDownloading: return
+        
+        self.bridge.update_status("Downloading LLM...")
+        self.bridge.isDownloading = True
+        
+        self.llm_dl_worker = LLMDownloadWorker(parent=self)
+        self.llm_dl_worker.progress.connect(self.on_loader_progress) # Reuse existing progress slot? Yes.
+        self.llm_dl_worker.finished.connect(self.on_download_finished) # Reuses same cleanup
+        self.llm_dl_worker.error.connect(self.on_download_error)
+        self.llm_dl_worker.start()
+
     def on_download_finished(self):
         self.bridge.isDownloading = False
         self.bridge.update_status("Ready")

portable_build.py

@@ -1,85 +0,0 @@
-"""
-Portable Build Script for WhisperVoice.
-=======================================
-
-Creates a single-file portable .exe using PyInstaller.
-All data (settings, models) will be stored next to the .exe at runtime.
-"""
-
-import os
-import shutil
-import PyInstaller.__main__
-from pathlib import Path
-
-def build_portable():
-    # 1. Setup Paths
-    project_root = Path(__file__).parent.absolute()
-    dist_path = project_root / "dist"
-    build_path = project_root / "build"
-    
-    # 2. Define Assets to bundle (into the .exe)
-    # Format: (Source, Destination relative to bundle root)
-    data_files = [
-        # QML files
-        ("src/ui/qml/*.qml", "src/ui/qml"),
-        ("src/ui/qml/*.svg", "src/ui/qml"),
-        ("src/ui/qml/*.qsb", "src/ui/qml"),
-        ("src/ui/qml/fonts/ttf/*.ttf", "src/ui/qml/fonts/ttf"),
-        # Subprocess worker script (CRITICAL for transcription)
-        ("src/core/transcribe_worker.py", "src/core"),
-    ]
-    
-    # Convert to PyInstaller format "--add-data source;dest" (Windows uses ';')
-    add_data_args = []
-    for src, dst in data_files:
-        add_data_args.extend(["--add-data", f"{src}{os.pathsep}{dst}"])
-
-    # 3. Run PyInstaller
-    print("🚀 Starting Portable Build...")
-    print("⏳ This may take 5-10 minutes...")
-    
-    PyInstaller.__main__.run([
-        "bootstrapper.py",               # Entry point (Tiny Installer)
-        "--name=WhisperVoice",           # EXE name
-        "--onefile",                     # Single EXE
-        "--noconsole",                   # No terminal window
-        "--clean",                       # Clean cache
-        
-        # Bundle the app source to be extracted by bootstrapper
-        # The bootstrapper expects 'app_source' folder in bundled resources
-        "--add-data", f"src{os.pathsep}app_source/src",
-        "--add-data", f"main.py{os.pathsep}app_source",
-        "--add-data", f"requirements.txt{os.pathsep}app_source",
-        
-        # Add assets
-        "--add-data", f"src/ui/qml{os.pathsep}app_source/src/ui/qml",
-        "--add-data", f"assets{os.pathsep}app_source/assets",
-        
-        # No heavy collections! 
-        # The bootstrapper uses internal pip to install everything.
-        
-        # Exclude heavy modules to ensure this exe stays tiny
-        "--exclude-module", "faster_whisper",
-        "--exclude-module", "torch",
-        "--exclude-module", "PySide6",
-
-        
-        # Icon
-        # "--icon=icon.ico",
-    ])
-
-
-    print("\n" + "="*60)
-    print("✅ BUILD COMPLETE!")
-    print("="*60)
-    print(f"\n📍 Output: {dist_path / 'WhisperVoice.exe'}")
-    print("\n📋 First run instructions:")
-    print("   1. Place WhisperVoice.exe in a folder (e.g., C:\\WhisperVoice\\)")
-    print("   2. Run it - it will create 'models' and 'settings.json' folders")
-    print("   3. The app will download the Whisper model on first transcription\n")
-    print("💡 TIP: Keep the .exe with its generated files for true portability!")
-
-if __name__ == "__main__":
-    # Ensure we are in project root
-    os.chdir(Path(__file__).parent)
-    build_portable()

requirements.txt

@@ -29,3 +29,6 @@ huggingface-hub>=0.20.0
 pystray>=0.19.0
 Pillow>=10.0.0
 darkdetect>=0.8.0
+
+# LLM / Correction
+llama-cpp-python>=0.2.20

run.bat

@@ -1,5 +0,0 @@
-@echo off
-echo [LAUNCHER] Starting Fake Blur UI (Python/Qt)...
-call venv\Scripts\activate.bat
-python main.py
-if %errorlevel% neq 0 pause

src/core/config.py

@@ -17,6 +17,7 @@ from src.core.paths import get_base_path
 DEFAULT_SETTINGS = {
     "hotkey": "f8",
     "hotkey_translate": "f10",
+    "hotkey_correct": "f9",     # New: Transcribe + Correct
     "model_size": "small",
     "input_device": None,       # Device ID (int) or Name (str), None = Default
     "save_recordings": False,   # Save .wav files for debugging
@@ -49,10 +50,18 @@ DEFAULT_SETTINGS = {
     "condition_on_previous_text": True,
     "initial_prompt": "Mm-hmm. Okay, let's go. I speak in full sentences.", # Default: Forces punctuation
     
+    # LLM Correction
+    "llm_enabled": False,
+    "llm_mode": "Standard", # "Grammar", "Standard", "Rewrite"
+    "llm_model_name": "llama-3.2-1b-instruct",
+    
 
     
     # Low VRAM Mode
-    "unload_models_after_use": False # If True, models are unloaded immediately to free VRAM
+    "unload_models_after_use": False, # If True, models are unloaded immediately to free VRAM
+
+    # Accessibility
+    "reduce_motion": False   # Disable animations for WCAG 2.3.3
 }
 
 class ConfigManager:
@@ -102,9 +111,9 @@ class ConfigManager:
         except Exception as e:
             logging.error(f"Failed to save settings: {e}")
 
-    def get(self, key: str) -> Any:
+    def get(self, key: str, default: Any = None) -> Any:
         """Get a setting value."""
-        return self.data.get(key, DEFAULT_SETTINGS.get(key))
+        return self.data.get(key, DEFAULT_SETTINGS.get(key, default))
 
 
 

src/core/debug_run_worker.bat

@@ -1,31 +0,0 @@
-@echo off
-echo [DEBUG] LAUNCHER STARTED
-echo [DEBUG] CWD: %CD%
-echo [DEBUG] Python Path (expected relative): ..\python\python.exe
-
-REM Read stdin to a file to verify data input (optional debugging)
-REM python.exe might be in different relative path depending on where this bat is run
-REM We assume this bat is in runtime/app/src/core/
-REM So python is in ../../../python/python.exe
-
-set PYTHON_EXE=..\..\..\python\python.exe
-
-if exist "%PYTHON_EXE%" (
-    echo [DEBUG] Found Python at %PYTHON_EXE%
-) else (
-    echo [ERROR] Python NOT found at %PYTHON_EXE%
-    echo [ERROR] Listing relative directories:
-    dir ..\..\..\
-    pause
-    exit /b 1
-)
-
-echo [DEBUG] Launching script: transcribe_worker.py
-"%PYTHON_EXE%" transcribe_worker.py
-if %ERRORLEVEL% NEQ 0 (
-    echo [ERROR] Python script failed with code %ERRORLEVEL%
-    pause
-) else (
-    echo [SUCCESS] Script finished.
-    pause
-)

src/core/llm_engine.py

@@ -0,0 +1,185 @@
+"""
+LLM Engine Module.
+==================
+
+Handles interaction with the local Llama 3.2 1B model for transcription correction.
+Uses llama-cpp-python for efficient local inference.
+"""
+
+import os
+import logging
+from typing import Optional
+from src.core.paths import get_models_path
+from src.core.config import ConfigManager
+
+try:
+    from llama_cpp import Llama
+except ImportError:
+    Llama = None
+
+class LLMEngine:
+    """
+    Manages the Llama model and performs text correction/rewriting.
+    """
+    def __init__(self):
+        self.config = ConfigManager()
+        self.model = None
+        self.current_model_path = None
+        
+        # --- Mode 1: Grammar Only (Strict) ---
+        self.prompt_grammar = (
+            "You are a text correction tool. "
+            "Correct the grammar/spelling. Do not change punctuation or capitalization styles. "
+            "Do not remove any words (including profanity). Output ONLY the result."
+            "\n\nExample:\nInput: 'damn it works'\nOutput: 'damn it works'"
+        )
+
+        # --- Mode 2: Standard (Grammar + Punctuation + Caps) ---
+        self.prompt_standard = (
+            "You are a text correction tool. "
+            "Standardize the grammar, punctuation, and capitalization. "
+            "Do not remove any words (including profanity). Output ONLY the result."
+            "\n\nExample:\nInput: 'damn it works'\nOutput: 'Damn it works.'"
+        )
+
+        # --- Mode 3: Rewrite (Tone-Aware Polish) ---
+        self.prompt_rewrite = (
+            "You are a text rewriting tool. Improve flow/clarity but keep the exact tone and vocabulary. "
+            "Do not remove any words (including profanity). Output ONLY the result."
+            "\n\nExample:\nInput: 'damn it works'\nOutput: 'Damn, it works.'"
+        )
+
+    def load_model(self) -> bool:
+        """
+        Loads the LLM model if it exists.
+        Returns True if successful, False otherwise.
+        """
+        if Llama is None:
+            logging.error("llama-cpp-python not installed.")
+            return False
+
+        model_name = self.config.get("llm_model_name", "llama-3.2-1b-instruct")
+        model_dir = get_models_path() / "llm" / model_name
+        model_file = model_dir / "llama-3.2-1b-instruct-q4_k_m.gguf"
+        
+        if not model_file.exists():
+            logging.warning(f"LLM Model not found at: {model_file}")
+            return False
+
+        if self.model and self.current_model_path == str(model_file):
+            return True
+
+        try:
+            logging.info(f"Loading LLM from {model_file}...")
+            n_gpu_layers = 0
+            try:
+                import torch
+                if torch.cuda.is_available():
+                    n_gpu_layers = -1 
+            except:
+                pass
+
+            self.model = Llama(
+                model_path=str(model_file),
+                n_gpu_layers=n_gpu_layers,
+                n_ctx=2048, 
+                verbose=False
+            )
+            self.current_model_path = str(model_file)
+            logging.info("LLM loaded successfully.")
+            return True
+        except Exception as e:
+            logging.error(f"Failed to load LLM: {e}")
+            self.model = None
+            return False
+
+    def correct_text(self, text: str, mode: str = "Standard") -> str:
+        """Corrects or rewrites the provided text."""
+        if not text or not text.strip():
+            return text
+
+        if not self.model:
+            if not self.load_model():
+                return text 
+
+        logging.info(f"LLM Processing ({mode}): '{text}'")
+
+        system_prompt = self.prompt_standard 
+        if mode == "Grammar": system_prompt = self.prompt_grammar
+        elif mode == "Rewrite": system_prompt = self.prompt_rewrite
+        
+        # PREFIX INJECTION TECHNIQUE
+        # We end the prompt with the start of the assistant's answer specifically phrased to force compliance.
+        # "Here is the processed output:" forces it into a completion mode rather than a refusal mode.
+        prefix_injection = "Here is the processed output:\n"
+
+        prompt = (
+            f"<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\n{system_prompt}<|eot_id|>"
+            f"<|start_header_id|>user<|end_header_id|>\n\nProcess this input:\n{text}<|eot_id|>"
+            f"<|start_header_id|>assistant<|end_header_id|>\n\n{prefix_injection}"
+        )
+
+        try:
+            output = self.model(
+                prompt,
+                max_tokens=512, 
+                stop=["<|eot_id|>"],
+                echo=False,
+                temperature=0.1 
+            )
+            
+            result = output['choices'][0]['text'].strip()
+            
+            # 1. Fallback: If result is empty, it might have just outputted nothing because we prefilled?
+            # Actually llama-cpp-python usually returns the *continuation*.
+            # So if it outputted "My corrected text.", the full logical response is "Here is...: My corrected text."
+            # We just want the result.
+            
+            # Refusal Detection (Safety Net)
+            refusal_triggers = [
+                "I cannot", "I can't", "I am unable", "I apologize", "sorry", 
+                "As an AI", "explicit content", "harmful content", "safety guidelines"
+            ]
+            lower_res = result.lower()
+            if any(trig in lower_res for trig in refusal_triggers) and len(result) < 150:
+                logging.warning(f"LLM Refusal Detected: '{result}'. Falling back to original.")
+                return text # Return original text on refusal!
+            
+            # --- Robust Post-Processing ---
+            
+            # 1. Strip quotes 
+            if result.startswith('"') and result.endswith('"') and len(result) > 2 and '"' not in result[1:-1]:
+                 result = result[1:-1]
+            if result.startswith("'") and result.endswith("'") and len(result) > 2 and "'" not in result[1:-1]:
+                 result = result[1:-1]
+                 
+            # 2. Split by newline
+            if "\n" in result:
+                lines = result.split('\n')
+                clean_lines = [l.strip() for l in lines if l.strip()]
+                if clean_lines:
+                    result = clean_lines[0]
+                    
+            # 3. Aggressive Preamble Stripping (Updates for new prefix)
+            import re
+            prefixes = [
+                r"^Here is the processed output:?\s*", # The one we injected
+                r"^Here is the corrected text:?\s*",
+                r"^Here is the rewritten text:?\s*",
+                r"^Here's the result:?\s*",
+                r"^Sure,? here is regex.*:?\s*",
+                r"^Output:?\s*",
+                r"^Processing result:?\s*",
+            ]
+            
+            for p in prefixes:
+                result = re.sub(p, "", result, flags=re.IGNORECASE).strip()
+            
+            if result.startswith('"') and result.endswith('"') and len(result) > 2 and '"' not in result[1:-1]:
+                 result = result[1:-1]
+                 
+            logging.info(f"LLM Result: '{result}'")
+            return result
+        except Exception as e:
+            logging.error(f"LLM inference failed: {e}")
+            return text # Fail safe logic

src/core/transcriber.py

@@ -21,7 +21,7 @@ except ImportError:
     torch = None
 
 # Import directly - valid since we are now running in the full environment
-from faster_whisper import WhisperModel
+
 
 class WhisperTranscriber:
     """
@@ -62,6 +62,8 @@ class WhisperTranscriber:
             # Force offline if path exists to avoid HF errors
             local_only = new_path.exists()
 
+            try:
+                from faster_whisper import WhisperModel
                 self.model = WhisperModel(
                     model_input, 
                     device=device, 
@@ -69,6 +71,23 @@ class WhisperTranscriber:
                     download_root=str(get_models_path()),
                     local_files_only=local_only
                 )
+            except Exception as load_err:
+                # CRITICAL FALLBACK: If CUDA/cublas fails (AMD/Intel users), fallback to CPU
+                err_str = str(load_err).lower()
+                if "cublas" in err_str or "cudnn" in err_str or "library" in err_str or "device" in err_str:
+                    logging.warning(f"CUDA Init Failed ({load_err}). Falling back to CPU...")
+                    self.config.set("compute_device", "cpu") # Update config for persistence/UI
+                    self.current_compute_device = "cpu"
+                    
+                    self.model = WhisperModel(
+                        model_input, 
+                        device="cpu", 
+                        compute_type="int8", # CPU usually handles int8 well with newer extensions, or standard
+                        download_root=str(get_models_path()),
+                        local_files_only=local_only
+                    )
+                else:
+                    raise load_err
             
             self.current_model_size = size
             self.current_compute_device = device
@@ -79,6 +98,32 @@ class WhisperTranscriber:
             logging.error(f"Failed to load model: {e}")
             self.model = None
             
+            # Auto-Repair: Detect vocabulary/corrupt errors
+            err_str = str(e).lower()
+            if "vocabulary" in err_str or "tokenizer" in err_str or "config.json" in err_str:
+                # ... existing auto-repair logic ...
+                logging.warning("Corrupt model detected on load. Attempting to delete and reset...")
+                try:
+                    import shutil
+                    # Differentiate between simple path and HF path
+                    new_path = get_models_path() / f"faster-whisper-{size}"
+                    if new_path.exists():
+                        shutil.rmtree(new_path)
+                        logging.info(f"Deleted corrupt model at {new_path}")
+                    else:
+                        # Try legacy HF path
+                        hf_path = get_models_path() / f"models--Systran--faster-whisper-{size}"
+                        if hf_path.exists():
+                            shutil.rmtree(hf_path)
+                            logging.info(f"Deleted corrupt HF model at {hf_path}")
+                            
+                    # Notify UI to refresh state (will show 'Download' button now)
+                    # We can't reach bridge easily here without passing it in, 
+                    # but the UI polls or listens to logs. 
+                    # The user will simply see "Model Missing" in settings after this.
+                except Exception as del_err:
+                    logging.error(f"Failed to delete corrupt model: {del_err}")
+
     def transcribe(self, audio_data, is_file: bool = False, task: Optional[str] = None) -> str:
         """
         Transcribe audio data.
@@ -89,7 +134,7 @@ class WhisperTranscriber:
         if not self.model:
             self.load_model()
             if not self.model:
-                return "Error: Model failed to load."
+                return "Error: Model failed to load. Please check Settings -> Model Info."
 
         try:
             # Config
@@ -174,7 +219,10 @@ class WhisperTranscriber:
     def model_exists(self, size: str) -> bool:
         """Checks if a model size is already downloaded."""
         new_path = get_models_path() / f"faster-whisper-{size}"
-        if (new_path / "config.json").exists():
+        if new_path.exists():
+            # Strict check
+            required = ["config.json", "model.bin", "vocabulary.json"]
+            if all((new_path / f).exists() for f in required):
                 return True
             
         # Legacy HF cache check

src/ui/bridge.py

@@ -110,6 +110,8 @@ class UIBridge(QObject):
     logAppended = Signal(str) # Emits new log line
     settingChanged = Signal(str, 'QVariant')
     modelStatesChanged = Signal() # Notify UI to re-check isModelDownloaded
+    llmDownloadRequested = Signal()
+    reduceMotionChanged = Signal(bool)
 
     def __init__(self, parent=None):
         super().__init__(parent)
@@ -129,6 +131,7 @@ class UIBridge(QObject):
         self._app_vram_mb = 0.0
         self._app_vram_percent = 0.0
         self._is_destroyed = False
+        self._reduce_motion = bool(ConfigManager().get("reduce_motion"))
         
         # Start QThread Stats Worker
         self.stats_worker = StatsWorker()
@@ -276,6 +279,8 @@ class UIBridge(QObject):
         ConfigManager().set(key, value)
         if key == "ui_scale":
             self.uiScale = float(value)
+        if key == "reduce_motion":
+            self.reduceMotion = bool(value)
         self.settingChanged.emit(key, value) # Notify listeners (e.g. Overlay)
         
     @Property(float, notify=uiScaleChanged)
@@ -287,6 +292,15 @@ class UIBridge(QObject):
             self._ui_scale = val
             self.uiScaleChanged.emit(val)
 
+    @Property(bool, notify=reduceMotionChanged)
+    def reduceMotion(self): return self._reduce_motion
+
+    @reduceMotion.setter
+    def reduceMotion(self, val):
+        if self._reduce_motion != val:
+            self._reduce_motion = val
+            self.reduceMotionChanged.emit(val)
+
     @Property(float, notify=appCpuChanged)
     def appCpu(self): return self._app_cpu
 
@@ -356,11 +370,7 @@ class UIBridge(QObject):
         except Exception as e:
             logging.error(f"Failed to preload audio devices: {e}")
 
-    @Slot()
-    def toggle_recording(self):
-        """Called by UI elements to trigger the app's recording logic."""
-        # This will be connected to the main app's toggle logic
-        pass 
+
     @Property(bool, notify=isDownloadingChanged)
     def isDownloading(self): return self._is_downloading
 
@@ -381,7 +391,10 @@ class UIBridge(QObject):
 
             # Check new simple format used by DownloadWorker
             path_simple = get_models_path() / f"faster-whisper-{size}"
-            if path_simple.exists() and any(path_simple.iterdir()):
+            if path_simple.exists():
+                # Strict check: Ensure all critical files exist
+                required = ["config.json", "model.bin", "vocabulary.json"]
+                if all((path_simple / f).exists() for f in required):
                     return True
             
             # Check HF Cache format (legacy/default)
@@ -389,16 +402,22 @@ class UIBridge(QObject):
             path_hf = get_models_path() / folder_name
             snapshots = path_hf / "snapshots"
             if snapshots.exists() and any(snapshots.iterdir()):
-                return True
+                return True # Legacy cache structure is complex, assume valid if present
                 
-            # Check direct folder (simple)
-            path_direct = get_models_path() / size
-            if (path_direct / "config.json").exists():
-                return True
+            return False
             
         except Exception as e:
             logging.error(f"Error checking model status: {e}")
+            return False
 
+    @Slot(result=bool)
+    def isLLMModelDownloaded(self):
+        try:
+            from src.core.paths import get_models_path
+            # Hardcoded check for the 1B model we support
+            model_file = get_models_path() / "llm" / "llama-3.2-1b-instruct" / "llama-3.2-1b-instruct-q4_k_m.gguf"
+            return model_file.exists()
+        except:
             return False
 
     @Slot(str)
@@ -408,3 +427,7 @@ class UIBridge(QObject):
     @Slot()
     def notifyModelStatesChanged(self):
         self.modelStatesChanged.emit()
+
+    @Slot()
+    def downloadLLM(self):
+        self.llmDownloadRequested.emit()

src/ui/components.py

@@ -1,210 +0,0 @@
-"""
-Modern Components Library.
-==========================
-
-Contains custom-painted widgets that move beyond the standard 'amateur' Qt look.
-Implements smooth animations, hardware acceleration, and glassmorphism.
-"""
-
-from PySide6.QtWidgets import (
-    QPushButton, QWidget, QVBoxLayout, QHBoxLayout, 
-    QLabel, QGraphicsDropShadowEffect, QFrame, QAbstractButton
-)
-from PySide6.QtCore import Qt, QPropertyAnimation, QEasingCurve, Property, QRect, QPoint, Signal, Slot
-from PySide6.QtGui import QPainter, QColor, QBrush, QPen, QLinearGradient, QFont
-
-from src.ui.styles import Theme
-
-class GlassButton(QPushButton):
-    """A premium button with gradient hover effects and smooth scaling."""
-    
-    def __init__(self, text, parent=None, accent_color=Theme.ACCENT_CYAN):
-        super().__init__(text, parent)
-        self.accent = QColor(accent_color)
-        self.setCursor(Qt.PointingHandCursor)
-        self.setFixedHeight(40)
-        self._hover_opacity = 0.0
-        
-        self.setStyleSheet(f"""
-            QPushButton {{
-                background-color: rgba(255, 255, 255, 0.05);
-                border: 1px solid {Theme.BORDER_SUBTLE};
-                color: {Theme.TEXT_SECONDARY};
-                border-radius: 8px;
-                padding: 0 20px;
-                font-size: 13px;
-                font-weight: 600;
-            }}
-        """)
-        
-        # Hover Animation
-        self.anim = QPropertyAnimation(self, b"hover_opacity")
-        self.anim.setDuration(200)
-        self.anim.setStartValue(0.0)
-        self.anim.setEndValue(1.0)
-        self.anim.setEasingCurve(QEasingCurve.OutCubic)
-
-    @Property(float)
-    def hover_opacity(self): return self._hover_opacity
-    
-    @hover_opacity.setter
-    def hover_opacity(self, value):
-        self._hover_opacity = value
-        self.update()
-
-    def enterEvent(self, event):
-        self.anim.setDirection(QPropertyAnimation.Forward)
-        self.anim.start()
-        super().enterEvent(event)
-
-    def leaveEvent(self, event):
-        self.anim.setDirection(QPropertyAnimation.Backward)
-        self.anim.start()
-        super().leaveEvent(event)
-
-    def paintEvent(self, event):
-        """Custom paint for the glow effect."""
-        super().paintEvent(event)
-        if self._hover_opacity > 0:
-            painter = QPainter(self)
-            painter.setRenderHint(QPainter.Antialiasing)
-            
-            # Subtle Glow Border
-            color = QColor(self.accent)
-            color.setAlphaF(self._hover_opacity * 0.5)
-            painter.setPen(QPen(color, 1.5))
-            painter.setBrush(Qt.NoBrush)
-            painter.drawRoundedRect(self.rect().adjusted(1,1,-1,-1), 8, 8)
-            
-            # Text Glow color shift
-            self.setStyleSheet(f"""
-                QPushButton {{
-                    background-color: rgba(255, 255, 255, {0.05 + (self._hover_opacity * 0.05)});
-                    border: 1px solid {Theme.BORDER_SUBTLE};
-                    color: white;
-                    border-radius: 8px;
-                    padding: 0 20px;
-                    font-size: 13px;
-                    font-weight: 600;
-                }}
-            """)
-
-class ModernSwitch(QAbstractButton):
-    """A sleek iOS-style toggle switch."""
-    
-    def __init__(self, parent=None, active_color=Theme.ACCENT_GREEN):
-        super().__init__(parent)
-        self.setCheckable(True)
-        self.setFixedSize(44, 24)
-        self._thumb_pos = 3.0
-        self.active_color = QColor(active_color)
-        
-        self.anim = QPropertyAnimation(self, b"thumb_pos")
-        self.anim.setDuration(200)
-        self.anim.setEasingCurve(QEasingCurve.InOutCubic)
-
-    @Property(float)
-    def thumb_pos(self): return self._thumb_pos
-    
-    @thumb_pos.setter
-    def thumb_pos(self, value):
-        self._thumb_pos = value
-        self.update()
-
-    def nextCheckState(self):
-        super().nextCheckState()
-        self.anim.stop()
-        if self.isChecked():
-            self.anim.setEndValue(23.0)
-        else:
-            self.anim.setEndValue(3.0)
-        self.anim.start()
-
-    def paintEvent(self, event):
-        painter = QPainter(self)
-        painter.setRenderHint(QPainter.Antialiasing)
-        
-        # Background
-        bg_color = QColor("#2d2d3d")
-        if self.isChecked():
-            bg_color = self.active_color
-            
-        painter.setBrush(bg_color)
-        painter.setPen(Qt.NoPen)
-        painter.drawRoundedRect(self.rect(), 12, 12)
-        
-        # Thumb
-        painter.setBrush(Qt.white)
-        painter.drawEllipse(QPoint(self._thumb_pos + 9, 12), 9, 9)
-
-class ModernFrame(QFrame):
-    """A base frame with rounded corners and a shadow."""
-    def __init__(self, parent=None):
-        super().__init__(parent)
-        self.setObjectName("premiumFrame")
-        self.setStyleSheet(f"""
-            #premiumFrame {{
-                background-color: {Theme.BG_CARD};
-                border: 1px solid {Theme.BORDER_SUBTLE};
-                border-radius: 12px;
-            }}
-        """)
-        
-        self.shadow = QGraphicsDropShadowEffect(self)
-        self.shadow.setBlurRadius(25)
-        self.shadow.setXOffset(0)
-        self.shadow.setYOffset(8)
-        self.shadow.setColor(QColor(0, 0, 0, 180))
-        self.setGraphicsEffect(self.shadow)
-
-from PySide6.QtWidgets import (
-    QPushButton, QWidget, QVBoxLayout, QHBoxLayout, 
-    QLabel, QGraphicsDropShadowEffect, QFrame, QAbstractButton, QSlider
-)
-
-class ModernSlider(QSlider):
-    """A custom painted modern slider with a glowing knob."""
-    def __init__(self, orientation=Qt.Horizontal, parent=None):
-        super().__init__(orientation, parent)
-        self.setStyleSheet(f"""
-            QSlider::groove:horizontal {{
-                border: 1px solid {Theme.BG_DARK};
-                height: 4px;
-                background: {Theme.BG_DARK};
-                margin: 2px 0;
-                border-radius: 2px;
-            }}
-            QSlider::handle:horizontal {{
-                background: {Theme.ACCENT_CYAN};
-                border: 2px solid white;
-                width: 16px;
-                height: 16px;
-                margin: -7px 0;
-                border-radius: 8px;
-            }}
-            QSlider::add-page:horizontal {{
-                background: {Theme.BG_DARK};
-            }}
-            QSlider::sub-page:horizontal {{
-                background: {Theme.ACCENT_CYAN};
-                border-radius: 2px;
-            }}
-        """)
-
-class FramelessWindow(QWidget):
-    """Base class for all premium windows to handle dragging and frameless logic."""
-    def __init__(self, parent=None):
-        super().__init__(parent)
-        self.setWindowFlags(Qt.FramelessWindowHint | Qt.WindowStaysOnTopHint | Qt.NoDropShadowWindowHint)
-        self.setAttribute(Qt.WA_TranslucentBackground)
-        self._drag_pos = None
-
-    def mousePressEvent(self, event):
-        if event.button() == Qt.LeftButton:
-            self._drag_pos = event.globalPosition().toPoint() - self.frameGeometry().topLeft()
-            event.accept()
-
-    def mouseMoveEvent(self, event):
-        if event.buttons() & Qt.LeftButton:
-            self.move(event.globalPosition().toPoint() - self._drag_pos)
-            event.accept()

src/ui/loader.py

@@ -1,109 +0,0 @@
-"""
-Loader Widget Module.
-=====================
-
-Handles the application initialization and model checks.
-Refactored for 2026 Premium Aesthetics.
-"""
-
-from PySide6.QtWidgets import QWidget, QVBoxLayout, QLabel, QProgressBar
-from PySide6.QtCore import Qt, QThread, Signal
-from PySide6.QtGui import QFont
-import os
-import logging
-from faster_whisper import download_model
-
-from src.core.paths import get_models_path
-from src.ui.styles import Theme, StyleGenerator, load_modern_fonts
-from src.ui.components import FramelessWindow, ModernFrame
-
-class DownloadWorker(QThread):
-    """Background worker for model downloads."""
-    progress = Signal(str, int)
-    download_finished = Signal()
-    error = Signal(str)
-
-    def run(self):
-        try:
-            model_path = get_models_path()
-            self.progress.emit("Verifying AI Core...", 10)
-            os.environ["HF_HOME"] = str(model_path) 
-            
-            self.progress.emit("Downloading Model...", 30)
-            download_model("small", output_dir=str(model_path))
-            
-            self.progress.emit("System Ready!", 100)
-            self.download_finished.emit()
-        except Exception as e:
-            logging.error(f"Loader failed: {e}")
-            self.error.emit(str(e))
-
-class LoaderWidget(FramelessWindow):
-    """
-    Premium bootstrapper UI.
-    Inherits from FramelessWindow for rounded glass look.
-    """
-    ready_signal = Signal()
-
-    def __init__(self):
-        super().__init__()
-        self.setFixedSize(400, 180)
-        
-        # Main Layout
-        self.root = QVBoxLayout(self)
-        self.root.setContentsMargins(10, 10, 10, 10)
-        
-        # Glass Card
-        self.card = ModernFrame()
-        self.card.setStyleSheet(StyleGenerator.get_glass_card(radius=20))
-        self.root.addWidget(self.card)
-
-        # Content Layout
-        self.layout = QVBoxLayout(self.card)
-        self.layout.setContentsMargins(30,30,30,30)
-        self.layout.setSpacing(15)
-
-        # App Title/Brand
-        self.brand = QLabel("WHISPER VOICE")
-        self.brand.setFont(load_modern_fonts())
-        self.brand.setStyleSheet(f"color: {Theme.ACCENT_CYAN}; font-weight: 900; letter-spacing: 4px; font-size: 14px;")
-        self.brand.setAlignment(Qt.AlignCenter)
-        self.layout.addWidget(self.brand)
-
-        # Status Label
-        self.status_label = QLabel("INITIALIZING...")
-        self.status_label.setStyleSheet(f"color: {Theme.TEXT_SECONDARY}; font-weight: 600; font-size: 11px;")
-        self.status_label.setAlignment(Qt.AlignCenter)
-        self.layout.addWidget(self.status_label)
-
-        # Progress Bar (Modern Slim style)
-        self.progress_bar = QProgressBar()
-        self.progress_bar.setFixedHeight(4)
-        self.progress_bar.setStyleSheet(f"""
-            QProgressBar {{
-                background-color: {Theme.BG_DARK};
-                border-radius: 2px;
-                border: none;
-                text-align: center;
-                color: transparent;
-            }}
-            QProgressBar::chunk {{
-                background-color: {Theme.ACCENT_CYAN};
-                border-radius: 2px;
-            }}
-        """)
-        self.layout.addWidget(self.progress_bar)
-
-        # Start Worker
-        self.worker = DownloadWorker()
-        self.worker.progress.connect(self.update_progress)
-        self.worker.download_finished.connect(self.on_finished)
-        self.worker.start()
-
-    def update_progress(self, text: str, percent: int):
-        self.status_label.setText(text.upper())
-        self.progress_bar.setValue(percent)
-
-    def on_finished(self):
-        self.ready_signal.emit()
-        self.close()

src/ui/overlay.py

@@ -1,105 +0,0 @@
-"""
-Overlay Window Module.
-======================
-
-Premium High-Fidelity Overlay for Whisper Voice.
-Features glassmorphism, pulsating status indicators, and smart positioning.
-"""
-
-from PySide6.QtWidgets import QWidget, QVBoxLayout, QHBoxLayout, QLabel
-from PySide6.QtCore import Qt, Slot, QPoint, QPropertyAnimation, QEasingCurve
-from PySide6.QtGui import QColor, QFont, QGuiApplication
-
-from src.ui.visualizer import AudioVisualizer
-from src.ui.styles import Theme, StyleGenerator, load_modern_fonts
-from src.ui.components import FramelessWindow, ModernFrame
-
-class OverlayWindow(FramelessWindow):
-    """
-    The main transparent overlay (The Pill).
-    Refactored for 2026 Premium Aesthetics.
-    """
-
-    def __init__(self):
-        super().__init__()
-        self.setFixedSize(320, 95)
-        
-        # Main Layout
-        self.master_layout = QVBoxLayout(self)
-        self.master_layout.setContentsMargins(10, 10, 10, 10)
-
-        # The Glass Pill Container
-        self.pill = ModernFrame()
-        self.pill.setStyleSheet(StyleGenerator.get_glass_card(radius=24))
-        self.master_layout.addWidget(self.pill)
-        
-        # Layout inside the pill
-        self.layout = QHBoxLayout(self.pill)
-        self.layout.setContentsMargins(20, 10, 20, 10)
-        self.layout.setSpacing(15)
-        
-        # Status Visualization (Left Dot)
-        self.status_dot = QWidget()
-        self.status_dot.setFixedSize(14, 14)
-        self.status_dot.setStyleSheet(f"background-color: {Theme.ACCENT_CYAN}; border-radius: 7px; border: 2px solid white;")
-        self.layout.addWidget(self.status_dot)
-        
-        # Text/Visualizer Stack
-        self.content_stack = QVBoxLayout()
-        self.content_stack.setSpacing(2)
-        self.content_stack.setContentsMargins(0, 0, 0, 0)
-        
-        self.status_label = QLabel("READY")
-        self.status_label.setFont(load_modern_fonts())
-        self.status_label.setStyleSheet(f"color: white; font-weight: 800; font-size: 11px; letter-spacing: 2px;")
-        self.content_stack.addWidget(self.status_label)
-        
-        self.visualizer = AudioVisualizer()
-        self.visualizer.setFixedHeight(30)
-        self.content_stack.addWidget(self.visualizer)
-        
-        self.layout.addLayout(self.content_stack)
-        
-        # Animations
-        self.pulse_timer = None # Use style-based pulsing to avoid window flags issues
-        
-        # Initial State
-        self.hide()
-        self.first_show = True
-
-    def showEvent(self, event):
-        """Handle positioning and config updates."""
-        from src.core.config import ConfigManager
-        config = ConfigManager()
-        self.setWindowOpacity(config.get("opacity"))
-        
-        if self.first_show:
-            self.center_above_taskbar()
-            self.first_show = False
-        super().showEvent(event)
-
-    def center_above_taskbar(self):
-        screen = QGuiApplication.primaryScreen()
-        if not screen: return
-        avail_rect = screen.availableGeometry()
-        x = avail_rect.x() + (avail_rect.width() - self.width()) // 2
-        y = avail_rect.bottom() - self.height() - 15
-        self.move(x, y)
-
-    @Slot(str)
-    def update_status(self, text: str):
-        """Updates the status text and visual indicator."""
-        self.status_label.setText(text.upper())
-        
-        if "RECORDING" in text.upper():
-            color = Theme.ACCENT_GREEN
-        elif "THINKING" in text.upper():
-            color = Theme.ACCENT_PURPLE
-        else:
-            color = Theme.ACCENT_CYAN
-            
-        self.status_dot.setStyleSheet(f"background-color: {color}; border-radius: 7px; border: 2px solid white;")
-
-    @Slot(float)
-    def update_visualizer(self, amp: float):
-        self.visualizer.set_amplitude(amp)

src/ui/qml/GlowButton.qml

@@ -6,12 +6,15 @@ Button {
     text: "Button"
     
     property color accentColor: "#00f2ff"
+    Accessible.role: Accessible.Button
+    Accessible.name: control.text
+    activeFocusOnTab: true
 
     contentItem: Text {
         text: control.text
         font.pixelSize: 13
         font.bold: true
-        color: control.hovered ? "white" : "#9499b0"
+        color: control.hovered ? "white" : "#ABABAB"
         horizontalAlignment: Text.AlignHCenter
         verticalAlignment: Text.AlignVCenter
         elide: Text.ElideRight
@@ -25,8 +28,8 @@ Button {
         opacity: control.down ? 0.7 : 1.0
         color: control.hovered ? Qt.rgba(1, 1, 1, 0.1) : Qt.rgba(1, 1, 1, 0.05)
         radius: 8
-        border.color: control.hovered ? control.accentColor : Qt.rgba(1, 1, 1, 0.1)
-        border.width: 1
+        border.color: control.hovered ? control.accentColor : SettingsStyle.borderSubtle
+        border.width: control.activeFocus ? SettingsStyle.focusRingWidth : 1
 
         Behavior on border.color { ColorAnimation { duration: 200 } }
         Behavior on color { ColorAnimation { duration: 200 } }

src/ui/qml/Loader.qml

@@ -14,6 +14,8 @@ ApplicationWindow {
     visible: true
     flags: Qt.FramelessWindowHint | Qt.WindowStaysOnTopHint | Qt.Tool
     color: "transparent"
+    title: "WhisperVoice"
+    Accessible.name: "WhisperVoice Loading"
 
     Rectangle {
         id: bgRect
@@ -21,7 +23,7 @@ ApplicationWindow {
         anchors.margins: 20 // Space for shadow
         radius: 16
         color: "#1a1a20"
-        border.color: "#40ffffff"
+        border.color: Qt.rgba(1, 1, 1, 0.22)
         border.width: 1
         
         // --- SHADOW & GLOW ---
@@ -55,6 +57,7 @@ ApplicationWindow {
                     
                     // Pulse Animation
                     SequentialAnimation on scale {
+                        running: ui ? !ui.reduceMotion : true
                         loops: Animation.Infinite
                         NumberAnimation { from: 1.0; to: 1.1; duration: 1000; easing.type: Easing.InOutSine }
                         NumberAnimation { from: 1.1; to: 1.0; duration: 1000; easing.type: Easing.InOutSine }
@@ -95,7 +98,7 @@ ApplicationWindow {
                 
                 Text {
                     text: "AI TRANSCRIPTION ENGINE"
-                    color: "#80ffffff"
+                    color: "#ABABAB"
                     font.family: jetBrainsMono.name
                     font.pixelSize: 10
                     font.letterSpacing: 2
@@ -135,6 +138,7 @@ ApplicationWindow {
                         // Shimmer effect on bar
                         Rectangle {
                             width: 20; height: parent.height
+                            visible: ui ? !ui.reduceMotion : true
                             color: "#80ffffff"
                             x: -width
                             opacity: 0.5
@@ -157,8 +161,10 @@ ApplicationWindow {
                     font.family: jetBrainsMono.name
                     font.pixelSize: 11
                     font.bold: true
+                    Accessible.role: Accessible.AlertMessage
+                    Accessible.name: "Loading status: " + text
                     anchors.horizontalCenter: parent.horizontalCenter
-                    opacity: 0.8
+                    opacity: 1.0
                 }
             }
         }

src/ui/qml/ModernComboBox.qml

@@ -10,6 +10,9 @@ ComboBox {
     property color bgColor: "#1a1a20"
     property color popupColor: "#252530"
 
+    Accessible.role: Accessible.ComboBox
+    Accessible.name: control.displayText
+
     delegate: ItemDelegate {
         id: delegate
         width: control.width
@@ -68,7 +71,7 @@ ComboBox {
             context.lineTo(width, 0);
             context.lineTo(width / 2, height);
             context.closePath();
-            context.fillStyle = control.pressed ? control.accentColor : "#888888";
+            context.fillStyle = control.pressed ? control.accentColor : "#ABABAB";
             context.fill();
         }
     }
@@ -89,8 +92,8 @@ ComboBox {
         implicitWidth: 140
         implicitHeight: 40
         color: control.bgColor
-        border.color: control.pressed || control.activeFocus ? control.accentColor : "#40ffffff"
-        border.width: 1
+        border.color: control.pressed || control.activeFocus ? control.accentColor : SettingsStyle.borderSubtle
+        border.width: control.activeFocus ? SettingsStyle.focusRingWidth : 1
         radius: 6
         
         // Glow effect on focus (Simplified to just border for stability)
@@ -114,7 +117,7 @@ ComboBox {
 
         background: Rectangle {
             color: control.popupColor
-            border.color: "#40ffffff"
+            border.color: SettingsStyle.borderSubtle
             border.width: 1
             radius: 6
         }

src/ui/qml/ModernKeySequenceRecorder.qml

@@ -7,8 +7,11 @@ Rectangle {
     implicitHeight: 32
     color: "#1a1a20"
     radius: 6
-    border.width: 1
-    border.color: activeFocus || recording ? SettingsStyle.accent : "#40ffffff"
+    activeFocusOnTab: true
+    Accessible.role: Accessible.Button
+    Accessible.name: control.currentSequence ? "Hotkey: " + control.currentSequence + ". Click to change" : "No hotkey set. Click to record"
+    border.width: (activeFocus || recording) ? SettingsStyle.focusRingWidth : 1
+    border.color: activeFocus || recording ? SettingsStyle.accent : SettingsStyle.borderSubtle
     
     property string currentSequence: ""
     signal sequenceChanged(string seq)
@@ -26,7 +29,7 @@ Rectangle {
     Text {
         anchors.centerIn: parent
         text: control.recording ? "Listening..." : (formatSequence(control.currentSequence) || "None")
-        color: control.recording ? SettingsStyle.accent : (control.currentSequence ? "#ffffff" : "#808080")
+        color: control.recording ? SettingsStyle.accent : (control.currentSequence ? "#ffffff" : "#ABABAB")
         font.family: "JetBrains Mono"
         font.pixelSize: 13
         font.bold: true

src/ui/qml/ModernSettingsItem.qml

@@ -18,6 +18,8 @@ Rectangle {
     property string description: ""
     property alias control: controlContainer.data
     property bool showSeparator: true
+    Accessible.name: root.label
+    Accessible.role: Accessible.Row
 
     Behavior on color { ColorAnimation { duration: 150 } }
 

src/ui/qml/ModernSettingsSection.qml

@@ -9,6 +9,8 @@ ColumnLayout {
     
     default property alias content: contentColumn.data
     property string title: ""
+    Accessible.name: root.title + " settings group"
+    Accessible.role: Accessible.Grouping
 
     // Section Header
     Text {

src/ui/qml/ModernSlider.qml

@@ -5,30 +5,49 @@ import QtQuick.Effects
 Slider {
     id: control
 
+    Accessible.role: Accessible.Slider
+    Accessible.name: control.value.toString()
+    activeFocusOnTab: true
+
     background: Rectangle {
         x: control.leftPadding
         y: control.topPadding + control.availableHeight / 2 - height / 2
         implicitWidth: 200
-        implicitHeight: 4
+        implicitHeight: 6
         width: control.availableWidth
         height: implicitHeight
-        radius: 2
+        radius: 3
         color: "#2d2d3d"
 
         Rectangle {
             width: control.visualPosition * parent.width
             height: parent.height
             color: SettingsStyle.accent
-            radius: 2
+            radius: 3
         }
     }
 
-    handle: Rectangle {
+    handle: Item {
         x: control.leftPadding + control.visualPosition * (control.availableWidth - width)
         y: control.topPadding + control.availableHeight / 2 - height / 2
-        implicitWidth: 18
-        implicitHeight: 18
-        radius: 9
+        implicitWidth: SettingsStyle.minTargetSize
+        implicitHeight: SettingsStyle.minTargetSize
+
+        // Focus ring
+        Rectangle {
+            anchors.centerIn: parent
+            width: parent.width + SettingsStyle.focusRingWidth * 2 + 2
+            height: width
+            radius: width / 2
+            color: "transparent"
+            border.width: SettingsStyle.focusRingWidth
+            border.color: SettingsStyle.accent
+            visible: control.activeFocus
+        }
+
+        Rectangle {
+            anchors.fill: parent
+            radius: width / 2
             color: "white"
             border.color: SettingsStyle.accent
             border.width: 2
@@ -41,7 +60,9 @@ Slider {
                 shadowColor: SettingsStyle.accent
             }
         }
-    // Value Readout (Left side to avoid clipping on right edge)
+    }
+
+    // Value Readout
     Text {
         anchors.right: parent.left
         anchors.rightMargin: 12

src/ui/qml/ModernSwitch.qml

@@ -4,6 +4,10 @@ import QtQuick.Controls
 Switch {
     id: control
 
+    Accessible.role: Accessible.CheckBox
+    Accessible.name: control.text + (control.checked ? " on" : " off")
+    activeFocusOnTab: true
+
     indicator: Rectangle {
         implicitWidth: 44
         implicitHeight: 24
@@ -11,9 +15,11 @@ Switch {
         y: parent.height / 2 - height / 2
         radius: 12
         color: control.checked ? SettingsStyle.accent : "#2d2d3d"
-        border.color: control.checked ? SettingsStyle.accent : "#3d3d4d"
+        border.color: control.checked ? SettingsStyle.accent : SettingsStyle.borderSubtle
+        border.width: control.activeFocus ? SettingsStyle.focusRingWidth : 1
 
         Behavior on color { ColorAnimation { duration: 200 } }
+        Behavior on border.color { ColorAnimation { duration: 200 } }
 
         Rectangle {
             x: control.checked ? parent.width - width - 3 : 3
@@ -26,6 +32,15 @@ Switch {
             Behavior on x {
                 NumberAnimation { duration: 200; easing.type: Easing.InOutQuad }
             }
+
+            // I/O pip marks for non-color state indication
+            Text {
+                anchors.centerIn: parent
+                text: control.checked ? "I" : "O"
+                font.pixelSize: 9
+                font.bold: true
+                color: control.checked ? SettingsStyle.accent : "#666666"
+            }
         }
     }
 

src/ui/qml/ModernTextField.qml

@@ -7,7 +7,10 @@ TextField {
     property color accentColor: "#00f2ff"
     property color bgColor: "#1a1a20"
 
-    placeholderTextColor: "#606060"
+    Accessible.role: Accessible.EditableText
+    Accessible.name: control.placeholderText || "Text input"
+
+    placeholderTextColor: SettingsStyle.textDisabled
     color: "#ffffff"
     font.family: "JetBrains Mono"
     font.pixelSize: 14
@@ -18,8 +21,8 @@ TextField {
         implicitWidth: 200
         implicitHeight: 40
         color: control.bgColor
-        border.color: control.activeFocus ? control.accentColor : "#40ffffff"
-        border.width: 1
+        border.color: control.activeFocus ? control.accentColor : SettingsStyle.borderSubtle
+        border.width: control.activeFocus ? SettingsStyle.focusRingWidth : 1
         radius: 6
 
         Behavior on border.color { ColorAnimation { duration: 150 } }

src/ui/qml/Overlay.qml

@@ -13,6 +13,8 @@ ApplicationWindow {
     visible: true
     flags: Qt.FramelessWindowHint | Qt.WindowStaysOnTopHint | Qt.Tool
     color: "transparent"
+    title: "WhisperVoice"
+    Accessible.name: "WhisperVoice Overlay"
 
     FontLoader {
         id: jetBrainsMono
@@ -35,7 +37,7 @@ ApplicationWindow {
     property bool isActive: ui.isRecording || ui.isProcessing
 
     SequentialAnimation {
-        running: true
+        running: !ui.reduceMotion
         loops: Animation.Infinite
         PauseAnimation { duration: 3000 }
         NumberAnimation {
@@ -96,6 +98,7 @@ ApplicationWindow {
             ShaderEffect {
                 anchors.fill: parent
                 opacity: 0.4
+                visible: !ui.reduceMotion
                 property real time: 0
                 fragmentShader: "gradient_blobs.qsb"
                 NumberAnimation on time { from: 0; to: 1000; duration: 100000; loops: Animation.Infinite }
@@ -105,6 +108,7 @@ ApplicationWindow {
             ShaderEffect {
                 anchors.fill: parent
                 opacity: 0.04
+                visible: !ui.reduceMotion
                 property real time: 0
                 property real intensity: ui.amplitude
                 fragmentShader: "glow.qsb" 
@@ -115,6 +119,7 @@ ApplicationWindow {
             ParticleSystem {
                 id: particles
                 anchors.fill: parent
+                running: !ui.reduceMotion
                 ItemParticle {
                     system: particles
                     delegate: Rectangle { width: 2; height: 2; radius: 1; color: "#10ffffff" }
@@ -143,6 +148,7 @@ ApplicationWindow {
             // F. CRT Shader Effect (Overlay on chassis ONLY)
             ShaderEffect {
                 anchors.fill: parent
+                visible: !ui.reduceMotion
                 property real time: 0
                 fragmentShader: "crt.qsb"
                 NumberAnimation on time { from: 0; to: 100; duration: 5000; loops: Animation.Infinite }
@@ -172,7 +178,7 @@ ApplicationWindow {
             radius: height / 2
             color: "transparent" 
             border.width: 1
-            border.color: "#40ffffff"
+            border.color: Qt.rgba(1, 1, 1, 0.22)
             
             MouseArea {
                 anchors.fill: parent; hoverEnabled: true
@@ -194,7 +200,7 @@ ApplicationWindow {
                     NumberAnimation { duration: 150; easing.type: Easing.OutCubic }
                 }
                 SequentialAnimation on border.color {
-                    running: ui.isRecording
+                    running: ui.isRecording && !ui.reduceMotion
                     loops: Animation.Infinite
                     ColorAnimation { from: "#A0ff4b4b"; to: "#C0ff6b6b"; duration: 800 }
                     ColorAnimation { from: "#C0ff6b6b"; to: "#A0ff4b4b"; duration: 800 }
@@ -209,6 +215,11 @@ ApplicationWindow {
             anchors.left: parent.left
             anchors.leftMargin: 10
             anchors.verticalCenter: parent.verticalCenter
+            activeFocusOnTab: true
+            Accessible.name: ui.isRecording ? "Stop recording" : "Start recording"
+            Accessible.role: Accessible.Button
+            Keys.onReturnPressed: ui.toggleRecordingRequested()
+            Keys.onSpacePressed: ui.toggleRecordingRequested()
 
             // Make entire button scale with amplitude
             scale: ui.isRecording ? (1.0 + ui.amplitude * 0.12) : 1.0
@@ -245,7 +256,7 @@ ApplicationWindow {
                 border.width: 2; border.color: "#60ffffff"
                 
                 SequentialAnimation on scale {
-                    running: ui.isRecording
+                    running: ui.isRecording && !ui.reduceMotion
                     loops: Animation.Infinite
                     NumberAnimation { from: 1.0; to: 1.08; duration: 600; easing.type: Easing.InOutQuad }
                     NumberAnimation { from: 1.08; to: 1.0; duration: 600; easing.type: Easing.InOutQuad }
@@ -263,6 +274,17 @@ ApplicationWindow {
                     fillMode: Image.PreserveAspectFit
                 }
             }
+
+            // Focus ring
+            Rectangle {
+                anchors.fill: micCircle
+                anchors.margins: -4
+                radius: width / 2
+                color: "transparent"
+                border.width: 2
+                border.color: "#B794F6" // SettingsStyle.accent equivalent
+                visible: micContainer.activeFocus
+            }
         }
 
         // --- RAINBOW WAVEFORM (Shader) ---
@@ -277,6 +299,7 @@ ApplicationWindow {
             
             ShaderEffect {
                 anchors.fill: parent
+                visible: !ui.reduceMotion
                 property real time: 0
                 property real amplitude: ui.amplitude
                 fragmentShader: "rainbow_wave.qsb"
@@ -341,8 +364,10 @@ ApplicationWindow {
                     font.family: jetBrainsMono.name; font.pixelSize: 16; font.bold: true; font.letterSpacing: 2
                     style: Text.Outline
                     styleColor: ui.isRecording ? "#ff0000" : "#808085"
+                    Accessible.role: Accessible.StaticText
+                    Accessible.name: "Recording time: " + text
                     SequentialAnimation on opacity {
-                        running: ui.isRecording; loops: Animation.Infinite
+                        running: ui.isRecording && !ui.reduceMotion; loops: Animation.Infinite
                         NumberAnimation { from: 1.0; to: 0.7; duration: 800 }
                         NumberAnimation { from: 0.7; to: 1.0; duration: 800 }
                     }

src/ui/qml/Settings.qml

@@ -12,7 +12,8 @@ Window {
     visible: false
     flags: Qt.FramelessWindowHint | Qt.Window
     color: "transparent"
-    title: "Settings"
+    title: "WhisperVoice Settings"
+    Accessible.name: "WhisperVoice Settings"
     
     // Explicit sizing for Python to read
     
@@ -133,15 +134,20 @@ Window {
                 // Improved Close Button
                 Rectangle {
                     width: 32; height: 32
+                    activeFocusOnTab: true
+                    Accessible.name: "Close settings"
+                    Accessible.role: Accessible.Button
+                    Keys.onReturnPressed: root.close()
+                    Keys.onSpacePressed: root.close()
                     radius: 8
-                    color: closeMa.containsMouse ? "#20ff4b4b" : "transparent"
-                    border.color: closeMa.containsMouse ? "#40ff4b4b" : "transparent"
+                    color: closeMa.containsMouse ? "#20FF8A8A" : "transparent"
+                    border.color: closeMa.containsMouse ? "#40FF8A8A" : "transparent"
                     border.width: 1
                     
                     Text {
                         anchors.centerIn: parent
                         text: "×"
-                        color: closeMa.containsMouse ? "#ff4b4b" : SettingsStyle.textSecondary
+                        color: closeMa.containsMouse ? "#FF8A8A" : SettingsStyle.textSecondary
                         font.family: mainFont
                         font.pixelSize: 20
                         font.bold: true
@@ -157,6 +163,15 @@ Window {
                     
                     Behavior on color { ColorAnimation { duration: 150 } }
                     Behavior on border.color { ColorAnimation { duration: 150 } }
+                    // Focus ring
+                    Rectangle {
+                        anchors.fill: parent
+                        radius: 8
+                        color: "transparent"
+                        border.width: SettingsStyle.focusRingWidth
+                        border.color: SettingsStyle.accent
+                        visible: parent.activeFocus
+                    }
                 }
             }
             
@@ -206,6 +221,23 @@ Window {
                             height: 38
                             color: stack.currentIndex === index ? SettingsStyle.surfaceHover : (ma.containsMouse ? Qt.rgba(1,1,1,0.03) : "transparent")
                             radius: 6
+                            activeFocusOnTab: true
+                            Accessible.name: name
+                            Accessible.role: Accessible.Tab
+                            Keys.onReturnPressed: stack.currentIndex = index
+                            Keys.onSpacePressed: stack.currentIndex = index
+                            Keys.onDownPressed: {
+                                if (index < navModel.count - 1) {
+                                    var nextItem = navBtnRoot.parent.children[index + 2]
+                                    if (nextItem && nextItem.forceActiveFocus) nextItem.forceActiveFocus()
+                                }
+                            }
+                            Keys.onUpPressed: {
+                                if (index > 0) {
+                                    var prevItem = navBtnRoot.parent.children[index]
+                                    if (prevItem && prevItem.forceActiveFocus) prevItem.forceActiveFocus()
+                                }
+                            }
 
                             Behavior on color { ColorAnimation { duration: 150 } }
 
@@ -256,6 +288,15 @@ Window {
                                 cursorShape: Qt.PointingHandCursor
                                 onClicked: stack.currentIndex = index
                             }
+                            // Focus ring
+                            Rectangle {
+                                anchors.fill: parent
+                                radius: 6
+                                color: "transparent"
+                                border.width: SettingsStyle.focusRingWidth
+                                border.color: SettingsStyle.accent
+                                visible: parent.activeFocus
+                            }
                         }
                     }
 
@@ -286,6 +327,7 @@ Window {
                     
                     // --- TAB: GENERAL ---
                     ScrollView {
+                        Accessible.role: Accessible.PageTab
                         ScrollBar.vertical.policy: ScrollBar.AsNeeded
                         contentWidth: availableWidth
                         
@@ -315,7 +357,7 @@ Window {
                                     
                                     ModernSettingsItem {
                                         label: "Global Hotkey (Transcribe)"
-                                        description: "Press to record a new shortcut (e.g. F9)"
+                                        description: "Standard: Raw transcription"
                                         control: ModernKeySequenceRecorder {
                                             implicitWidth: 240
                                             currentSequence: ui.getSetting("hotkey")
@@ -323,6 +365,16 @@ Window {
                                         }
                                     }
 
+                                    ModernSettingsItem {
+                                        label: "Global Hotkey (Correct)"
+                                        description: "Enhanced: Transcribe + AI Correction"
+                                        control: ModernKeySequenceRecorder {
+                                            implicitWidth: 240
+                                            currentSequence: ui.getSetting("hotkey_correct")
+                                            onSequenceChanged: (seq) => ui.setSetting("hotkey_correct", seq)
+                                        }
+                                    }
+
                                     ModernSettingsItem {
                                         label: "Global Hotkey (Translate)"
                                         description: "Press to record a new shortcut (e.g. F10)"
@@ -359,8 +411,8 @@ Window {
                                         showSeparator: false
                                         control: ModernSlider {
                                             Layout.preferredWidth: 200
-                                            from: 10; to: 6000
-                                            stepSize: 10
+                                            from: 10; to: 20000
+                                            stepSize: 100
                                             snapMode: Slider.SnapAlways
                                             value: ui.getSetting("typing_speed")
                                             onMoved: ui.setSetting("typing_speed", value)
@@ -373,6 +425,7 @@ Window {
 
                     // --- TAB: AUDIO ---
                     ScrollView {
+                        Accessible.role: Accessible.PageTab
                         ScrollBar.vertical.policy: ScrollBar.AsNeeded
                         contentWidth: availableWidth
                         
@@ -461,6 +514,7 @@ Window {
 
                     // --- TAB: VISUALS ---
                     ScrollView {
+                        Accessible.role: Accessible.PageTab
                         ScrollBar.vertical.policy: ScrollBar.AsNeeded
                         contentWidth: availableWidth
                         
@@ -510,7 +564,7 @@ Window {
                                     ModernSettingsItem {
                                         label: "Window Opacity"
                                         description: "Transparency level"
-                                        showSeparator: false
+                                        showSeparator: true
                                         control: ModernSlider {
                                             Layout.preferredWidth: 200
                                             from: 0.1; to: 1.0
@@ -518,6 +572,15 @@ Window {
                                             onMoved: ui.setSetting("opacity", Number(value.toFixed(2)))
                                         }
                                     }
+                                    ModernSettingsItem {
+                                        label: "Reduce Motion"
+                                        description: "Disable animations for accessibility"
+                                        showSeparator: false
+                                        control: ModernSwitch {
+                                            checked: ui.getSetting("reduce_motion")
+                                            onToggled: ui.setSetting("reduce_motion", checked)
+                                        }
+                                    }
                                 }
                             }
 
@@ -570,6 +633,7 @@ Window {
 
                     // --- TAB: AI ENGINE ---
                     ScrollView {
+                        Accessible.role: Accessible.PageTab
                         ScrollBar.vertical.policy: ScrollBar.AsNeeded
                         contentWidth: availableWidth
                         
@@ -742,8 +806,8 @@ Window {
                                                     }
                                                     color: "#ffffff"
                                                     font.family: "JetBrains Mono"
-                                                    font.pixelSize: 10
-                                                    opacity: 0.7
+                                                    font.pixelSize: 11
+                                                    opacity: 1.0
                                                     elide: Text.ElideRight
                                                     Layout.fillWidth: true
                                                 }
@@ -845,6 +909,137 @@ Window {
                                 }
                             }
 
+                            ModernSettingsSection {
+                                title: "Correction & Rewriting"
+                                Layout.margins: 32
+                                Layout.topMargin: 0
+                                
+                                content: ColumnLayout {
+                                    width: parent.width
+                                    spacing: 0
+                                    
+                                    ModernSettingsItem {
+                                        label: "Enable Correction"
+                                        description: "Post-process text with Llama 3.2 1B (Adds latency)"
+                                        control: ModernSwitch {
+                                            checked: ui.getSetting("llm_enabled")
+                                            onToggled: ui.setSetting("llm_enabled", checked)
+                                        }
+                                    }
+
+                                    ModernSettingsItem {
+                                        label: "Correction Mode"
+                                        description: "Grammar Fix vs. Complete Rewrite"
+                                        visible: ui.getSetting("llm_enabled")
+                                        control: ModernComboBox {
+                                            width: 140
+                                            model: ["Grammar", "Standard", "Rewrite"]
+                                            currentIndex: model.indexOf(ui.getSetting("llm_mode"))
+                                            onActivated: ui.setSetting("llm_mode", currentText)
+                                        }
+                                    }
+
+                                    // LLM Model Status Card
+                                    Rectangle {
+                                        Layout.fillWidth: true
+                                        Layout.margins: 12
+                                        Layout.topMargin: 0
+                                        Layout.bottomMargin: 16
+                                        height: 54
+                                        color: "#0a0a0f"
+                                        visible: ui.getSetting("llm_enabled")
+                                        radius: 6
+                                        border.color: SettingsStyle.borderSubtle
+                                        border.width: 1
+
+                                        property bool isDownloaded: false
+                                        property bool isDownloading: ui.isDownloading && ui.statusText.indexOf("LLM") !== -1
+
+                                        Timer {
+                                            interval: 2000
+                                            running: visible
+                                            repeat: true
+                                            onTriggered: parent.checkStatus()
+                                        }
+                                        
+                                        function checkStatus() {
+                                            isDownloaded = ui.isLLMModelDownloaded()
+                                        }
+                                        
+                                        Component.onCompleted: checkStatus()
+                                        
+                                        Connections {
+                                            target: ui
+                                            function onModelStatesChanged() { parent.checkStatus() }
+                                            function onIsDownloadingChanged() { parent.checkStatus() } 
+                                        }
+
+                                        RowLayout {
+                                            anchors.fill: parent
+                                            anchors.leftMargin: 12
+                                            anchors.rightMargin: 12
+                                            spacing: 12
+                                            
+                                            Image {
+                                                source: "smart_toy.svg"
+                                                sourceSize: Qt.size(16, 16)
+                                                layer.enabled: true
+                                                layer.effect: MultiEffect {
+                                                    colorization: 1.0
+                                                    colorizationColor: parent.parent.isDownloaded ? SettingsStyle.accent : "#808080"
+                                                }
+                                            }
+
+                                            ColumnLayout {
+                                                Layout.fillWidth: true
+                                                spacing: 2
+                                                Text {
+                                                    text: "Llama 3.2 1B (Instruct)"
+                                                    color: "#ffffff"
+                                                    font.family: "JetBrains Mono"; font.bold: true
+                                                    font.pixelSize: 11
+                                                }
+                                                Text {
+                                                    text: parent.parent.isDownloaded ? "Ready." : "Model missing (~1.2GB)"
+                                                    color: SettingsStyle.textSecondary
+                                                    font.family: "JetBrains Mono"; font.pixelSize: 10
+                                                }
+                                            }
+                                            
+                                            Button {
+                                                id: dlBtn
+                                                text: "Download"
+                                                visible: !parent.parent.isDownloaded && !parent.parent.isDownloading
+                                                Layout.preferredHeight: 24
+                                                Layout.preferredWidth: 80
+                                                
+                                                contentItem: Text {
+                                                    text: "DOWNLOAD"
+                                                    font.pixelSize: 10; font.bold: true; color: "#000000"; horizontalAlignment: Text.AlignHCenter; verticalAlignment: Text.AlignVCenter
+                                                }
+                                                background: Rectangle {
+                                                    color: dlBtn.hovered ? "#ffffff" : SettingsStyle.accent; radius: 4
+                                                }
+                                                onClicked: ui.downloadLLM()
+                                            }
+
+                                            // Progress Bar
+                                            Rectangle {
+                                                visible: parent.parent.isDownloading
+                                                Layout.fillWidth: true
+                                                height: 4
+                                                color: "#30ffffff"
+                                                Rectangle {
+                                                    width: parent.width * (ui.downloadProgress / 100)
+                                                    height: parent.height
+                                                    color: SettingsStyle.accent
+                                                }
+                                            }
+                                        }
+                                    }
+                                }
+                            }
+
                             ModernSettingsSection {
                                 title: "Advanced Decoding"
                                 Layout.margins: 32
@@ -899,6 +1094,7 @@ Window {
 
                     // --- TAB: DEBUG ---
                     ScrollView {
+                        Accessible.role: Accessible.PageTab
                         ScrollBar.vertical.policy: ScrollBar.AsNeeded
                         contentWidth: availableWidth
                         
@@ -924,9 +1120,9 @@ Window {
                                 spacing: 16
 
                                 StatBox { label: "APP CPU"; value: ui.appCpu; unit: "%"; accent: "#00f2ff" }
-                                StatBox { label: "APP RAM"; value: ui.appRamMb; unit: "MB"; accent: "#bd93f9" }
-                                StatBox { label: "GPU VRAM"; value: ui.appVramMb; unit: "MB"; accent: "#ff79c6" }
-                                StatBox { label: "GPU LOAD"; value: ui.appVramPercent; unit: "%"; accent: "#ff5555" }
+                                StatBox { label: "APP RAM"; value: ui.appRamMb; unit: "MB"; accent: "#CAA9FF" }
+                                StatBox { label: "GPU VRAM"; value: ui.appVramMb; unit: "MB"; accent: "#FF8FD0" }
+                                StatBox { label: "GPU LOAD"; value: ui.appVramPercent; unit: "%"; accent: "#FF8A8A" }
                             }
 
                             Rectangle {

src/ui/qml/SettingsStyle.qml

@@ -6,13 +6,14 @@ QtObject {
     // Colors
     readonly property color background: "#F2121212" // Deep Obsidian with 95% opacity
     readonly property color surfaceCard: "#1A1A1A" // Layer 1
-    readonly property color surfaceHover: "#2A2A2A" // Layer 2 (Lighter for better contrast)
-    readonly property color borderSubtle: Qt.rgba(1, 1, 1, 0.08)
+    readonly property color surfaceHover: "#2A2A2A" // Layer 2
+    readonly property color borderSubtle: Qt.rgba(1, 1, 1, 0.22) // WCAG 3:1 non-text contrast
 
-    readonly property color textPrimary: "#FAFAFA" // Brighter white
-    readonly property color textSecondary: "#999999"
+    readonly property color textPrimary: "#FAFAFA"
+    readonly property color textSecondary: "#ABABAB" // WCAG AAA 8.1:1 on #121212
+    readonly property color textDisabled: "#808080" // 4.0:1 minimum for disabled states
 
-    readonly property color accentPurple: "#7000FF"
+    readonly property color accentPurple: "#B794F6" // WCAG AAA 7.2:1 on #121212
     readonly property color accentCyan: "#00F2FF"
 
     // Configurable active accent
@@ -21,5 +22,9 @@ QtObject {
     // Dimensions
     readonly property int cardRadius: 16
     readonly property int itemRadius: 8
-    readonly property int itemHeight: 60 // Even taller for more breathing room
+    readonly property int itemHeight: 60
+
+    // Accessibility
+    readonly property int focusRingWidth: 2
+    readonly property int minTargetSize: 24
 }

src/ui/qml/glass.frag

@@ -1,50 +0,0 @@
-#version 440
-
-layout(location = 0) in vec2 qt_TexCoord0;
-layout(location = 0) out vec4 fragColor;
-
-layout(std140, binding = 0) uniform buf {
-    mat4 qt_Matrix;
-    float qt_Opacity;
-    float time;
-    float aberration; // 0.0 to 1.0, controlled by Audio Amplitude
-};
-
-float rand(vec2 co) {
-    return fract(sin(dot(co.xy ,vec2(12.9898,78.233))) * 43758.5453);
-}
-
-void main() {
-    // 1. Calculate Distortion Offset based on Amplitude (aberration)
-    // We warp the UVs slightly away from center
-    vec2 uv = qt_TexCoord0;
-    vec2 dist = uv - 0.5;
-    
-    // 2. Chromatic Aberration
-    // Red Channel shifts OUT
-    // Blue Channel shifts IN
-    float strength = aberration * 0.02; // Max shift 2% of texture size
-    
-    vec2 rUV = uv + (dist * strength);
-    vec2 bUV = uv - (dist * strength);
-    
-    // Sample texture? We don't have a texture input (source is empty Item), we are generating visuals.
-    // Wait, ShaderEffect usually works on sourceItem. 
-    // Here we are generating NOISE on top of a gradient.
-    // So we apply Aberration to the NOISE function? 
-    // Or do we want to aberrate the pixels UNDERNEATH?
-    // ShaderEffect with no source property renders purely procedural content.
-    
-    // Let's create layered procedural noise with channel offsets
-    float nR = rand(rUV + vec2(time * 0.01, 0.0));
-    float nG = rand(uv  + vec2(time * 0.01, 0.0)); // Green is anchor
-    float nB = rand(bUV + vec2(time * 0.01, 0.0));
-    
-    // Also modulate alpha by aberration - higher volume = more intense grain?
-    // Or maybe just pure glitch.
-    
-    vec4 grainColor = vec4(nR, nG, nB, 1.0);
-    
-    // Mix it with opacity
-    fragColor = grainColor * qt_Opacity;
-}

src/ui/qml/noise.frag

@@ -1,25 +0,0 @@
-#version 440
-
-layout(location = 0) in vec2 qt_TexCoord0;
-layout(location = 0) out vec4 fragColor;
-
-layout(std140, binding = 0) uniform buf {
-    mat4 qt_Matrix;
-    float qt_Opacity;
-    float time;
-};
-
-// High-quality pseudo-random function
-float rand(vec2 co) {
-    return fract(sin(dot(co.xy ,vec2(12.9898,78.233))) * 43758.5453);
-}
-
-void main() {
-    // Dynamic Noise based on Time
-    // We add 'time' to the coordinate to animate the grain
-    float noise = rand(qt_TexCoord0 + vec2(time * 0.01, time * 0.02));
-    
-    // Output grayscale noise with alpha modulation
-    // We want white noise, applied with qt_Opacity
-    fragColor = vec4(noise, noise, noise, 1.0) * qt_Opacity;
-}

src/ui/settings.py

@@ -1,236 +0,0 @@
-"""
-Settings Window Module.
-=======================
-
-Manages the application configuration UI.
-Refactored for 2026 Premium Aesthetics with Sidebar navigation.
-"""
-
-from PySide6.QtWidgets import (
-    QWidget, QVBoxLayout, QHBoxLayout, QStackedWidget,
-    QLabel, QComboBox, QFormLayout, QFrame, QMessageBox, QScrollArea
-)
-from PySide6.QtCore import Qt, Signal, Slot, QSize
-from PySide6.QtGui import QFont, QIcon
-
-from src.core.config import ConfigManager
-from src.ui.styles import Theme, StyleGenerator, load_modern_fonts
-from src.ui.components import FramelessWindow, ModernFrame, GlassButton, ModernSwitch, ModernSlider
-import sounddevice as sd
-
-class SettingsWindow(FramelessWindow):
-    """
-    The main settings dialog.
-    Refactored with 2026 Premium Sidebar Layout.
-    """
-    settings_changed = Signal()
-
-    def __init__(self, parent=None):
-        super().__init__(parent)
-        self.config = ConfigManager()
-        self.setFixedSize(700, 500)
-        
-        # Main Container
-        self.bg_frame = ModernFrame()
-        self.bg_frame.setStyleSheet(StyleGenerator.get_glass_card(radius=20))
-        
-        self.root_layout = QVBoxLayout(self)
-        self.root_layout.setContentsMargins(10, 10, 10, 10)
-        self.root_layout.addWidget(self.bg_frame)
-
-        # Title Bar Area (Inside glass card)
-        self.title_layout = QHBoxLayout()
-        self.title_layout.setContentsMargins(20, 15, 20, 0)
-        
-        title_lbl = QLabel("PREMIUM SETTINGS")
-        title_lbl.setFont(load_modern_fonts())
-        title_lbl.setStyleSheet(f"color: white; font-weight: 900; font-size: 14px; letter-spacing: 2px;")
-        self.title_layout.addWidget(title_lbl)
-        
-        self.title_layout.addStretch()
-        
-        self.btn_close = GlassButton("×", accent_color="#ff4b4b")
-        self.btn_close.setFixedSize(30, 30)
-        self.btn_close.clicked.connect(self.close)
-        self.title_layout.addWidget(self.btn_close)
-        
-        # Central Layout (Sidebar + Content)
-        self.content_layout = QHBoxLayout()
-        self.content_layout.setContentsMargins(10, 10, 10, 10)
-        self.content_layout.setSpacing(10)
-        
-        # 1. SIDEBAR
-        self.sidebar = QWidget()
-        self.sidebar.setFixedWidth(160)
-        self.sidebar_layout = QVBoxLayout(self.sidebar)
-        self.sidebar_layout.setContentsMargins(0, 10, 0, 10)
-        self.sidebar_layout.setSpacing(8)
-        
-        self.nav_general = GlassButton("General")
-        self.nav_audio = GlassButton("Audio")
-        self.nav_visuals = GlassButton("Visuals")
-        self.nav_advanced = GlassButton("Advanced/AI")
-        
-        self.sidebar_layout.addWidget(self.nav_general)
-        self.sidebar_layout.addWidget(self.nav_audio)
-        self.sidebar_layout.addWidget(self.nav_visuals)
-        self.sidebar_layout.addWidget(self.nav_advanced)
-        self.sidebar_layout.addStretch()
-        
-        self.btn_save = GlassButton("SAVE CHANGES", accent_color=Theme.ACCENT_GREEN)
-        self.btn_save.clicked.connect(self.save_settings)
-        self.sidebar_layout.addWidget(self.btn_save)
-        
-        # 2. CONTENT STACK
-        self.stack = QStackedWidget()
-        self.stack.setStyleSheet("background: transparent;")
-        
-        # Connect sidebar to stack
-        self.nav_general.clicked.connect(lambda: self.stack.setCurrentIndex(0))
-        self.nav_audio.clicked.connect(lambda: self.stack.setCurrentIndex(1))
-        self.nav_visuals.clicked.connect(lambda: self.stack.setCurrentIndex(2))
-        self.nav_advanced.clicked.connect(lambda: self.stack.setCurrentIndex(3))
-
-        # Main Layout Assembly
-        self.inner_layout = QVBoxLayout(self.bg_frame)
-        self.inner_layout.addLayout(self.title_layout)
-        self.inner_layout.addLayout(self.content_layout)
-        
-        self.content_layout.addWidget(self.sidebar)
-        self.content_layout.addWidget(self.stack)
-
-        self.setup_pages()
-        self.load_values()
-
-    def setup_pages(self):
-        """Creates the settings pages."""
-        # --- GENERAL ---
-        self.page_general = QWidget()
-        l1 = QFormLayout(self.page_general)
-        l1.setVerticalSpacing(20)
-        
-        self.inp_hotkey = QComboBox()
-        self.inp_hotkey.addItems(["f1", "f2", "f3", "f4", "f5", "f6", "f7", "f8", "f9", "f10", "f11", "f12", "caps lock"])
-        self.inp_hotkey.setStyleSheet(f"background: {Theme.BG_DARK}; border-radius: 4px; padding: 5px; color: white;")
-        l1.addRow(self.create_lbl("Global Hotkey:"), self.inp_hotkey)
-        
-        self.chk_top = ModernSwitch()
-        l1.addRow(self.create_lbl("Always on Top:"), self.chk_top)
-        
-        self.stack.addWidget(self.page_general)
-
-        # --- AUDIO ---
-        self.page_audio = QWidget()
-        l2 = QFormLayout(self.page_audio)
-        l2.setVerticalSpacing(15)
-        
-        self.inp_device = QComboBox()
-        self.inp_device.setStyleSheet(f"background: {Theme.BG_DARK}; border-radius: 4px; padding: 5px; color: white;")
-        self.populate_audio_devices()
-        l2.addRow(self.create_lbl("Input Device:"), self.inp_device)
-        
-        self.sld_threshold = ModernSlider(Qt.Horizontal)
-        self.sld_threshold.setRange(1, 25)
-        self.lbl_threshold = self.create_lbl("2%")
-        self.sld_threshold.valueChanged.connect(lambda v: self.lbl_threshold.setText(f"{v}%"))
-        l2.addRow(self.create_lbl("Noise Gate:"), self.sld_threshold)
-        l2.addRow("", self.lbl_threshold)
-        
-        self.sld_duration = ModernSlider(Qt.Horizontal)
-        self.sld_duration.setRange(5, 50)
-        self.lbl_duration = self.create_lbl("1.0s")
-        self.sld_duration.valueChanged.connect(lambda v: self.lbl_duration.setText(f"{v/10}s"))
-        l2.addRow(self.create_lbl("Auto-Submit:"), self.sld_duration)
-        l2.addRow("", self.lbl_duration)
-        
-        self.stack.addWidget(self.page_audio)
-
-        # --- VISUALS ---
-        self.page_visuals = QWidget()
-        l3 = QFormLayout(self.page_visuals)
-        l3.setVerticalSpacing(20)
-        
-        self.inp_style = QComboBox()
-        self.inp_style.addItem("Neon Line (Recommended)", "line")
-        self.inp_style.addItem("Classic Bars", "bar")
-        self.inp_style.setStyleSheet(f"background: {Theme.BG_DARK}; border-radius: 4px; padding: 5px; color: white;")
-        l3.addRow(self.create_lbl("Visualizer:"), self.inp_style)
-        
-        self.sld_opacity = ModernSlider(Qt.Horizontal)
-        self.sld_opacity.setRange(40, 100)
-        self.lbl_opacity = self.create_lbl("100%")
-        self.sld_opacity.valueChanged.connect(lambda v: self.lbl_opacity.setText(f"{v}%"))
-        l3.addRow(self.create_lbl("Opacity:"), self.sld_opacity)
-        l3.addRow("", self.lbl_opacity)
-        
-        self.stack.addWidget(self.page_visuals)
-
-        # --- ADVANCED ---
-        self.page_adv = QWidget()
-        l4 = QFormLayout(self.page_adv)
-        l4.setVerticalSpacing(15)
-        
-        self.inp_model = QComboBox()
-        self.inp_model.setStyleSheet(f"background: {Theme.BG_DARK}; border-radius: 4px; padding: 5px; color: white;")
-        for id, name in [("tiny", "Tiny (Fast)"), ("base", "Base"), ("small", "Small (Default)"), ("medium", "Medium"), ("large-v3", "Large V3")]:
-            self.inp_model.addItem(name, id)
-        l4.addRow(self.create_lbl("Model:"), self.inp_model)
-        
-        info = QLabel("Large models provide higher accuracy but require significant RAM/VRAM.")
-        info.setWordWrap(True)
-        info.setStyleSheet(f"color: {Theme.TEXT_SECONDARY}; font-style: italic; font-size: 11px;")
-        l4.addRow("", info)
-        
-        self.stack.addWidget(self.page_adv)
-
-    def create_lbl(self, text):
-        lbl = QLabel(text)
-        lbl.setStyleSheet(f"color: {Theme.TEXT_SECONDARY}; font-weight: 600; font-size: 13px;")
-        return lbl
-
-    def populate_audio_devices(self):
-        try:
-            self.inp_device.addItem("System Default", -1)
-            for i, dev in enumerate(sd.query_devices()):
-                if dev['max_input_channels'] > 0:
-                    self.inp_device.addItem(dev['name'], i)
-        except: pass
-
-    def load_values(self):
-        self.inp_hotkey.setCurrentText(self.config.get("hotkey"))
-        self.chk_top.setChecked(self.config.get("always_on_top"))
-        
-        dev_id = self.config.get("input_device")
-        idx = self.inp_device.findData(dev_id if dev_id is not None else -1)
-        if idx >= 0: self.inp_device.setCurrentIndex(idx)
-        
-        self.sld_threshold.setValue(int(self.config.get("silence_threshold") * 100))
-        self.sld_duration.setValue(int(self.config.get("silence_duration") * 10))
-        
-        idx = self.inp_style.findData(self.config.get("visualizer_style"))
-        if idx >= 0: self.inp_style.setCurrentIndex(idx)
-        
-        self.sld_opacity.setValue(int(self.config.get("opacity") * 100))
-        
-        idx = self.inp_model.findData(self.config.get("model_size"))
-        if idx >= 0: self.inp_model.setCurrentIndex(idx)
-
-    def save_settings(self):
-        updates = {
-            "hotkey": self.inp_hotkey.currentText(),
-            "always_on_top": self.chk_top.isChecked(),
-            "input_device": self.inp_device.currentData() if self.inp_device.currentData() != -1 else None,
-            "silence_threshold": self.sld_threshold.value() / 100.0,
-            "silence_duration": self.sld_duration.value() / 10.0,
-            "visualizer_style": self.inp_style.currentData(),
-            "opacity": self.sld_opacity.value() / 100.0,
-            "model_size": self.inp_model.currentData()
-        }
-        
-        new_model = updates["model_size"]
-        if new_model != self.config.get("model_size"):
-            QMessageBox.information(self, "Model Updated", f"Downloaded {new_model} on next launch.")
-        
-        self.config.set_bulk(updates)
-        self.settings_changed.emit()
-        self.close()

src/ui/styles.py

@@ -1,62 +0,0 @@
-"""
-Style Engine Module.
-====================
-
-Centralized design system for the 2026 Premium UI.
-Defines color palettes, glassmorphism templates, and modern font loading.
-"""
-
-from PySide6.QtGui import QColor, QFont, QFontDatabase
-import os
-
-class Theme:
-    """Premium Dark Theme Palette (2026 Edition)."""
-    # Backgrounds
-    BG_DARK = "#0d0d12"          # Deep cosmic black
-    BG_CARD = "#16161e"          # Slightly lighter for components
-    BG_GLASS = "rgba(22, 22, 30, 0.7)" # Semi-transparent for glass effect
-    
-    # Neons & Accents
-    ACCENT_CYAN = "#00f2ff"      # Electric cyan
-    ACCENT_PURPLE = "#7000ff"    # Deep cyber purple
-    ACCENT_GREEN = "#00ff88"     # Mint neon
-    
-    # Text
-    TEXT_PRIMARY = "#ffffff"     # Pure white
-    TEXT_SECONDARY = "#9499b0"   # Muted blue-gray
-    TEXT_MUTED = "#565f89"       # Darker blue-gray
-    
-    # Borders
-    BORDER_SUBTLE = "rgba(100, 100, 150, 0.2)"
-    BORDER_GLOW = "rgba(0, 242, 255, 0.5)"
-
-class StyleGenerator:
-    """Generates QSS strings for complex effects."""
-    
-    @staticmethod
-    def get_glass_card(radius=12, border=True):
-        """Returns QSS for a glassmorphism card."""
-        border_css = f"border: 1px solid {Theme.BORDER_SUBTLE};" if border else "border: none;"
-        return f"""
-            background-color: {Theme.BG_GLASS};
-            border-radius: {radius}px;
-            {border_css}
-        """
-
-    @staticmethod
-    def get_glow_border(color=Theme.ACCENT_CYAN):
-        """Returns QSS for a glowing border state."""
-        return f"border: 1px solid {color};"
-
-def load_modern_fonts():
-    """Attempts to load a modern font stack for the 2026 look."""
-    # Preferred order: Segoe UI Variable, Inter, Segoe UI, sans-serif
-    families = ["Segoe UI Variable Text", "Inter", "Segoe UI", "sans-serif"]
-    
-    for family in families:
-        font = QFont(family, 10)
-        if QFontDatabase.families().count(family) > 0:
-            return font
-            
-    # Absolute fallback
-    return QFont("Arial", 10)

src/ui/visualizer.py

@@ -1,117 +0,0 @@
-"""
-Audio Visualizer Module.
-========================
-
-High-Fidelity rendering for the 2026 Premium UI.
-Supports 'Classic Bars' and 'Neon Line' with smooth curves and glows.
-"""
-
-from PySide6.QtWidgets import QWidget
-from PySide6.QtCore import Qt, QTimer, Slot, QRectF, QPointF
-from PySide6.QtGui import QPainter, QBrush, QColor, QPainterPath, QPen, QLinearGradient
-import random
-
-from src.ui.styles import Theme
-
-class AudioVisualizer(QWidget):
-    """
-    A premium audio visualizer with smooth physics and neon aesthetics.
-    """
-
-    def __init__(self, parent=None):
-        super().__init__(parent)
-        self.amplitude = 0.0
-        self.bars = 12
-        self.history = [0.0] * self.bars
-        
-        # High-refresh timer for silky smooth motion
-        self.timer = QTimer(self)
-        self.timer.timeout.connect(self.update_animation)
-        self.timer.start(16) # ~60 FPS
-
-    @Slot(float)
-    def set_amplitude(self, amp: float):
-        self.amplitude = amp
-
-    def update_animation(self):
-        self.history.pop(0)
-        # Smooth interpolation + noise
-        jitter = random.uniform(0.01, 0.03)
-        # Decay logic: Gravity-like pull
-        self.history.append(max(self.amplitude, jitter))
-        self.update()
-
-    def paintEvent(self, event):
-        from src.core.config import ConfigManager
-        style = ConfigManager().get("visualizer_style")
-        
-        painter = QPainter(self)
-        painter.setRenderHint(QPainter.Antialiasing)
-        
-        w, h = self.width(), self.height()
-        painter.translate(0, h / 2)
-
-        if style == "bar":
-            self._draw_bars(painter, w, h)
-        else:
-            self._draw_line(painter, w, h)
-
-    def _draw_bars(self, painter, w, h):
-        bar_w = w / self.bars
-        spacing = 3
-        
-        for i, val in enumerate(self.history):
-            bar_h = val * (h * 0.9)
-            x = i * bar_w
-            
-            # Gradient Bar
-            grad = QLinearGradient(0, -bar_h/2, 0, bar_h/2)
-            grad.setColorAt(0, QColor(Theme.ACCENT_PURPLE))
-            grad.setColorAt(1, QColor(Theme.ACCENT_CYAN))
-            
-            painter.setBrush(grad)
-            painter.setPen(Qt.NoPen)
-            painter.drawRoundedRect(QRectF(x + spacing, -bar_h/2, bar_w - spacing*2, bar_h), 3, 3)
-
-    def _draw_line(self, painter, w, h):
-        path = QPainterPath()
-        points = len(self.history)
-        dx = w / (points - 1)
-        
-        path.moveTo(0, 0)
-        
-        def get_path(multi):
-            p = QPainterPath()
-            p.moveTo(0, 0)
-            for i in range(points):
-                curr_x = i * dx
-                curr_y = -self.history[i] * (h * 0.45) * multi
-                if i == 0:
-                    p.moveTo(curr_x, curr_y)
-                else:
-                    prev_x = (i-1) * dx
-                    # Simple lerp or quadTo for smoothness
-                    p.lineTo(curr_x, curr_y)
-            return p
-
-        # Draw Top & Bottom
-        p_top = get_path(1)
-        p_bot = get_path(-1)
-        
-        # Glow layer
-        glow_pen = QPen(QColor(Theme.ACCENT_CYAN))
-        glow_pen.setWidth(4)
-        glow_alpha = QColor(Theme.ACCENT_CYAN)
-        glow_alpha.setAlpha(60)
-        glow_pen.setColor(glow_alpha)
-        
-        painter.setPen(glow_pen)
-        painter.drawPath(p_top)
-        painter.drawPath(p_bot)
-        
-        # Core layer
-        core_pen = QPen(Qt.white)
-        core_pen.setWidth(2)
-        painter.setPen(core_pen)
-        painter.drawPath(p_top)
-        painter.drawPath(p_bot)

test_m2m.py

@@ -1,38 +0,0 @@
-
-import sys
-from transformers import M2M100ForConditionalGeneration, M2M100Tokenizer
-
-def test_m2m():
-    model_name = "facebook/m2m100_418M"
-    print(f"Loading {model_name}...")
-    
-    tokenizer = M2M100Tokenizer.from_pretrained(model_name)
-    model = M2M100ForConditionalGeneration.from_pretrained(model_name)
-    
-    # Test cases: (Language Code, Input)
-    test_cases = [
-        ("en", "he go to school yesterday"),
-        ("pl", "on iść do szkoła wczoraj"), # Intentional broken grammar in Polish
-    ]
-    
-    print("\nStarting M2M Tests (Self-Translation):\n")
-    
-    for lang, input_text in test_cases:
-        tokenizer.src_lang = lang
-        encoded = tokenizer(input_text, return_tensors="pt")
-        
-        # Translate to SAME language
-        generated_tokens = model.generate(
-            **encoded, 
-            forced_bos_token_id=tokenizer.get_lang_id(lang)
-        )
-        
-        corrected = tokenizer.batch_decode(generated_tokens, skip_special_tokens=True)[0]
-        
-        print(f"[{lang}]")
-        print(f"Input:    {input_text}")
-        print(f"Output:   {corrected}")
-        print("-" * 20)
-
-if __name__ == "__main__":
-    test_m2m()

test_mt0.py

@@ -1,40 +0,0 @@
-
-import sys
-from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
-
-def test_mt0():
-    model_name = "bigscience/mt0-base"
-    print(f"Loading {model_name}...")
-    
-    tokenizer = AutoTokenizer.from_pretrained(model_name)
-    model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
-    
-    # Test cases: (Language, Prompt, Input)
-    # MT0 is instruction tuned, so we should prompt it in the target language or English.
-    # Cross-lingual prompting (English prompt -> Target tasks) is usually supported.
-    
-    test_cases = [
-        ("English", "Correct grammar:", "he go to school yesterday"),
-        ("Polish", "Popraw gramatykę:", "to jest testowe zdanie bez kropki"),
-        ("Finnish", "Korjaa kielioppi:", "tämä on testilause ilman pistettä"),
-        ("Russian", "Исправь грамматику:", "это тестовое предложение без точки"),
-        ("Japanese", "文法を直してください:", "これは点のないテスト文です"),
-        ("Spanish", "Corrige la gramática:", "esta es una oración de prueba sin punto"),
-    ]
-    
-    print("\nStarting MT0 Tests:\n")
-    
-    for lang, prompt_text, input_text in test_cases:
-        full_input = f"{prompt_text} {input_text}"
-        inputs = tokenizer(full_input, return_tensors="pt")
-        
-        outputs = model.generate(inputs.input_ids, max_length=128)
-        corrected = tokenizer.decode(outputs[0], skip_special_tokens=True)
-        
-        print(f"[{lang}]")
-        print(f"Input:    {full_input}")
-        print(f"Output:   {corrected}")
-        print("-" * 20)
-
-if __name__ == "__main__":
-    test_mt0()

test_punctuation.py

@@ -1,34 +0,0 @@
-
-import sys
-import os
-
-# Add src to path
-sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))
-
-from src.core.grammar_assistant import GrammarAssistant
-
-def test_punctuation():
-    assistant = GrammarAssistant()
-    assistant.load_model()
-    
-    samples = [
-        # User's example (verbatim)
-        "If the voice recognition doesn't recognize that I like stopped Or something would that would it also correct that",
-        
-        # Generic run-on
-        "hello how are you doing today i am doing fine thanks for asking",
-        
-        # Missing commas/periods
-        "well i think its valid however we should probably check the logs first"
-    ]
-    
-    print("\nStarting Punctuation Tests:\n")
-    
-    for sample in samples:
-        print(f"Original: {sample}")
-        corrected = assistant.correct(sample)
-        print(f"Corrected: {corrected}")
-        print("-" * 20)
-
-if __name__ == "__main__":
-    test_punctuation()