diff --git a/.env.example b/.env.example
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diff --git a/.gitattributes b/.gitattributes
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index a6344aac8c09253b3b630fb776ae94478aa0275b..dab9a4e17afd2ef39d90ccb0b40ef2786fe77422
--- a/.gitattributes
+++ b/.gitattributes
@@ -1,35 +1,35 @@
-*.7z filter=lfs diff=lfs merge=lfs -text
-*.arrow filter=lfs diff=lfs merge=lfs -text
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-*.model filter=lfs diff=lfs merge=lfs -text
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-*.rar filter=lfs diff=lfs merge=lfs -text
-*.safetensors filter=lfs diff=lfs merge=lfs -text
-saved_model/**/* filter=lfs diff=lfs merge=lfs -text
-*.tar.* filter=lfs diff=lfs merge=lfs -text
-*.tar filter=lfs diff=lfs merge=lfs -text
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-*.xz filter=lfs diff=lfs merge=lfs -text
-*.zip filter=lfs diff=lfs merge=lfs -text
-*.zst filter=lfs diff=lfs merge=lfs -text
-*tfevents* filter=lfs diff=lfs merge=lfs -text
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
diff --git a/.gitignore b/.gitignore
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diff --git a/Dockerfile b/Dockerfile
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diff --git a/README.md b/README.md
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diff --git a/app/__init__.py b/app/__init__.py
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diff --git a/app/config.py b/app/config.py
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diff --git a/app/routes/__init__.py b/app/routes/__init__.py
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diff --git a/app/routes/verify_document.py b/app/routes/verify_document.py
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diff --git a/app/schemas/__init__.py b/app/schemas/__init__.py
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diff --git a/app/schemas/document_verification.py b/app/schemas/document_verification.py
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diff --git a/app/services/__init__.py b/app/services/__init__.py
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diff --git a/app/services/content_risk_analyzer.py b/app/services/content_risk_analyzer.py
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diff --git a/app/services/deepseek_llm.py b/app/services/deepseek_llm.py
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diff --git a/app/services/document_context.py b/app/services/document_context.py
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diff --git a/app/services/field_extractor.py b/app/services/field_extractor.py
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diff --git a/app/services/forensic_analyzer.py b/app/services/forensic_analyzer.py
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diff --git a/app/utils/file_utils.py b/app/utils/file_utils.py
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diff --git a/main.py b/main.py
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diff --git a/outputs/.gitkeep b/outputs/.gitkeep
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diff --git a/test.html b/test.html
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index 0000000000000000000000000000000000000000..7cf7a7dac728b9a21a99e2c9e184d3ea1c022503
--- /dev/null
+++ b/test.html
@@ -0,0 +1,571 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>BitCheck Document API Tester</title>
+    <link href="https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&display=swap" rel="stylesheet">
+    <style>
+        :root {
+            --bg-color: #0f172a;
+            --surface: #1e293b;
+            --surface-hover: #334155;
+            --primary: #3b82f6;
+            --primary-hover: #2563eb;
+            --text-main: #f8fafc;
+            --text-muted: #94a3b8;
+            --border: #334155;
+            --success: #10b981;
+            --danger: #ef4444;
+            --warning: #f59e0b;
+        }
+
+        body {
+            font-family: 'Inter', sans-serif;
+            background-color: var(--bg-color);
+            color: var(--text-main);
+            margin: 0;
+            padding: 2rem;
+            min-height: 100vh;
+            display: flex;
+            flex-direction: column;
+            align-items: center;
+        }
+
+        .header {
+            margin-bottom: 2rem;
+            text-align: center;
+        }
+
+        h1 {
+            font-weight: 700;
+            margin-bottom: 0.5rem;
+            font-size: 2.5rem;
+            background: linear-gradient(135deg, #60a5fa, #a78bfa);
+            -webkit-background-clip: text;
+            -webkit-text-fill-color: transparent;
+        }
+
+        .subtitle {
+            color: var(--text-muted);
+            font-size: 1.1rem;
+        }
+
+        .container {
+            max-width: 1100px;
+            width: 100%;
+            display: grid;
+            grid-template-columns: 1fr 1fr;
+            gap: 2rem;
+        }
+
+        @media (max-width: 768px) {
+            .container {
+                grid-template-columns: 1fr;
+            }
+        }
+
+        .card {
+            background: rgba(30, 41, 59, 0.6);
+            backdrop-filter: blur(16px);
+            border: 1px solid var(--border);
+            border-radius: 16px;
+            padding: 2rem;
+            box-shadow: 0 10px 25px -5px rgba(0, 0, 0, 0.5);
+            display: flex;
+            flex-direction: column;
+        }
+
+        .form-group {
+            margin-bottom: 1.2rem;
+        }
+
+        label {
+            display: block;
+            font-size: 0.85rem;
+            font-weight: 600;
+            margin-bottom: 0.5rem;
+            color: var(--text-muted);
+            text-transform: uppercase;
+            letter-spacing: 0.05em;
+        }
+
+        input[type="text"], input[type="number"], select {
+            width: 100%;
+            padding: 0.75rem 1rem;
+            background: rgba(15, 23, 42, 0.8);
+            border: 1px solid var(--border);
+            border-radius: 8px;
+            color: var(--text-main);
+            font-family: 'Inter', sans-serif;
+            transition: all 0.2s ease;
+            box-sizing: border-box;
+            font-size: 0.95rem;
+        }
+
+        input[type="text"]:focus, input[type="number"]:focus, select:focus {
+            outline: none;
+            border-color: var(--primary);
+            box-shadow: 0 0 0 3px rgba(59, 130, 246, 0.2);
+        }
+
+        .grid-2 {
+            display: grid;
+            grid-template-columns: 1fr 1fr;
+            gap: 1rem;
+        }
+
+        .checkbox-container {
+            display: grid;
+            grid-template-columns: 1fr 1fr;
+            gap: 0.75rem;
+            margin-bottom: 1.5rem;
+            background: rgba(15, 23, 42, 0.3);
+            padding: 1rem;
+            border-radius: 8px;
+            border: 1px solid var(--border);
+        }
+
+        .checkbox-label {
+            display: flex;
+            align-items: center;
+            gap: 0.5rem;
+            cursor: pointer;
+            text-transform: none;
+            letter-spacing: normal;
+            font-weight: 500;
+            color: var(--text-main);
+            margin: 0;
+            user-select: none;
+        }
+
+        .checkbox-label input {
+            cursor: pointer;
+            width: 1.2rem;
+            height: 1.2rem;
+            accent-color: var(--primary);
+            margin: 0;
+        }
+
+        .file-drop {
+            border: 2px dashed var(--border);
+            border-radius: 12px;
+            padding: 2.5rem 2rem;
+            text-align: center;
+            cursor: pointer;
+            transition: all 0.3s ease;
+            margin-bottom: 1.5rem;
+            background: rgba(15, 23, 42, 0.5);
+            position: relative;
+        }
+
+        .file-drop:hover, .file-drop.dragover {
+            border-color: var(--primary);
+            background: rgba(59, 130, 246, 0.05);
+        }
+
+        .file-drop input[type="file"] {
+            position: absolute;
+            top: 0;
+            left: 0;
+            width: 100%;
+            height: 100%;
+            opacity: 0;
+            cursor: pointer;
+        }
+
+        .file-icon {
+            font-size: 2.5rem;
+            margin-bottom: 1rem;
+            color: var(--primary);
+        }
+
+        .file-drop p {
+            margin: 0;
+            color: var(--text-muted);
+            font-size: 0.95rem;
+        }
+
+        #fileName {
+            color: var(--text-main);
+            font-weight: 600;
+            margin-top: 0.75rem;
+            display: block;
+            word-break: break-all;
+        }
+
+        button {
+            width: 100%;
+            padding: 1rem;
+            background: linear-gradient(135deg, var(--primary), #8b5cf6);
+            color: white;
+            border: none;
+            border-radius: 8px;
+            font-size: 1rem;
+            font-weight: 600;
+            cursor: pointer;
+            transition: all 0.2s ease;
+            display: flex;
+            justify-content: center;
+            align-items: center;
+            gap: 0.75rem;
+            box-shadow: 0 4px 12px rgba(59, 130, 246, 0.3);
+            margin-top: auto;
+        }
+
+        button:hover {
+            transform: translateY(-2px);
+            box-shadow: 0 6px 15px rgba(59, 130, 246, 0.4);
+        }
+
+        button:active {
+            transform: translateY(0);
+        }
+
+        button:disabled {
+            background: var(--surface-hover);
+            box-shadow: none;
+            cursor: not-allowed;
+            color: var(--text-muted);
+            transform: none;
+        }
+
+        .spinner {
+            width: 1.2rem;
+            height: 1.2rem;
+            border: 3px solid rgba(255,255,255,0.3);
+            border-radius: 50%;
+            border-top-color: white;
+            animation: spin 1s linear infinite;
+            display: none;
+        }
+
+        @keyframes spin {
+            to { transform: rotate(360deg); }
+        }
+
+        .result-card {
+            display: flex;
+            flex-direction: column;
+            height: 100%;
+        }
+
+        .status-bar {
+            display: flex;
+            justify-content: space-between;
+            align-items: center;
+            margin-bottom: 1rem;
+            padding-bottom: 1rem;
+            border-bottom: 1px solid var(--border);
+        }
+
+        .status-badge {
+            display: inline-flex;
+            align-items: center;
+            padding: 0.35rem 0.85rem;
+            border-radius: 999px;
+            font-size: 0.8rem;
+            font-weight: 600;
+            text-transform: uppercase;
+            letter-spacing: 0.05em;
+        }
+
+        .status-idle { background: rgba(148, 163, 184, 0.1); color: #94a3b8; border: 1px solid #475569; }
+        .status-success { background: rgba(16, 185, 129, 0.1); color: #34d399; border: 1px solid rgba(16, 185, 129, 0.3); }
+        .status-error { background: rgba(239, 68, 68, 0.1); color: #f87171; border: 1px solid rgba(239, 68, 68, 0.3); }
+        .status-warning { background: rgba(245, 158, 11, 0.1); color: #fbbf24; border: 1px solid rgba(245, 158, 11, 0.3); }
+
+        .time-badge {
+            font-size: 0.85rem;
+            color: var(--text-muted);
+            font-family: monospace;
+        }
+
+        .json-viewer {
+            flex-grow: 1;
+            background: #0f172a;
+            border-radius: 8px;
+            padding: 1.5rem;
+            overflow-y: auto;
+            font-family: 'Consolas', monospace;
+            font-size: 0.85rem;
+            color: #a5b4fc;
+            border: 1px solid rgba(255,255,255,0.05);
+            white-space: pre-wrap;
+            max-height: 550px;
+            line-height: 1.5;
+            box-shadow: inset 0 2px 10px rgba(0,0,0,0.2);
+        }
+
+        .json-viewer .string { color: #86efac; }
+        .json-viewer .number { color: #fca5a5; }
+        .json-viewer .boolean { color: #fcd34d; }
+        .json-viewer .null { color: #94a3b8; }
+        .json-viewer .key { color: #93c5fd; font-weight: 600; }
+
+        .endpoint-selector {
+            display: flex;
+            gap: 0.5rem;
+            margin-bottom: 1.5rem;
+        }
+
+        .endpoint-selector button {
+            background: var(--surface-hover);
+            color: var(--text-muted);
+            border-radius: 6px;
+            padding: 0.5rem;
+            box-shadow: none;
+            font-size: 0.85rem;
+            margin: 0;
+            flex: 1;
+        }
+
+        .endpoint-selector button.active {
+            background: rgba(59, 130, 246, 0.2);
+            color: var(--primary);
+            border: 1px solid var(--primary);
+        }
+
+    </style>
+</head>
+<body>
+
+    <div class="header">
+        <h1>BitCheck Tester</h1>
+        <div class="subtitle">Evaluate Document Verification API Endpoints</div>
+    </div>
+
+    <div class="container">
+        <!-- Configuration Card -->
+        <div class="card">
+            
+            <div class="endpoint-selector">
+                <button type="button" id="btn-hf" class="active" onclick="setEndpoint('hf')">Hugging Face Space</button>
+                <button type="button" id="btn-local" onclick="setEndpoint('local')">Local Server</button>
+            </div>
+
+            <div class="form-group">
+                <label for="apiUrl">API Endpoint URL</label>
+                <input type="text" id="apiUrl" value="https://jaykay73-bitcheck-document.hf.space/verify/document">
+            </div>
+
+            <div class="file-drop" id="dropZone">
+                <div class="file-icon">📄</div>
+                <p>Drag & drop a document here</p>
+                <p style="font-size: 0.8rem; margin-top: 0.5rem; opacity: 0.7;">Supports PDF, JPG, PNG, WEBP (Max 20MB)</p>
+                <input type="file" id="fileInput" accept=".pdf,.jpg,.jpeg,.png,.webp">
+                <span id="fileName">No file selected</span>
+            </div>
+
+            <div class="grid-2">
+                <div class="form-group">
+                    <label for="docType">Document Type</label>
+                    <select id="docType">
+                        <option value="general">General</option>
+                        <option value="certificate">Certificate</option>
+                        <option value="identity_document">Identity Document</option>
+                        <option value="academic_result">Academic Result</option>
+                        <option value="invoice">Invoice</option>
+                        <option value="receipt">Receipt</option>
+                        <option value="bank_statement">Bank Statement</option>
+                    </select>
+                </div>
+
+                <div class="form-group">
+                    <label for="maxPages">Max PDF Pages</label>
+                    <input type="number" id="maxPages" value="5" min="1" max="50">
+                </div>
+            </div>
+
+            <label style="margin-top: 0.5rem;">Analysis Modules</label>
+            <div class="checkbox-container">
+                <label class="checkbox-label">
+                    <input type="checkbox" id="runOcr" checked> Run OCR
+                </label>
+                <label class="checkbox-label">
+                    <input type="checkbox" id="runForensics" checked> Visual Forensics
+                </label>
+                <label class="checkbox-label">
+                    <input type="checkbox" id="runQr" checked> QR / Barcode
+                </label>
+                <label class="checkbox-label">
+                    <input type="checkbox" id="runLiveQr"> Live QR Check
+                </label>
+                <label class="checkbox-label">
+                    <input type="checkbox" id="runLlm" checked> DeepSeek LLM
+                </label>
+            </div>
+
+            <button id="submitBtn" onclick="submitRequest()">
+                <div class="spinner" id="spinner"></div>
+                <span id="btnText">Analyze Document</span>
+            </button>
+        </div>
+
+        <!-- Result Card -->
+        <div class="card result-card">
+            <div class="status-bar">
+                <div id="statusBadge" class="status-badge status-idle">Ready</div>
+                <div id="timeBadge" class="time-badge">0ms</div>
+            </div>
+            
+            <div class="json-viewer" id="jsonOutput">Waiting for submission...</div>
+        </div>
+    </div>
+
+    <script>
+        // Preset endpoints
+        const endpoints = {
+            'hf': 'https://jaykay73-bitcheck-document.hf.space/verify/document',
+            'local': 'http://localhost:7860/verify/document'
+        };
+
+        function setEndpoint(type) {
+            document.getElementById('apiUrl').value = endpoints[type];
+            document.getElementById('btn-hf').classList.toggle('active', type === 'hf');
+            document.getElementById('btn-local').classList.toggle('active', type === 'local');
+        }
+
+        // File handling
+        const fileInput = document.getElementById('fileInput');
+        const fileNameDisplay = document.getElementById('fileName');
+        const dropZone = document.getElementById('dropZone');
+
+        fileInput.addEventListener('change', (e) => {
+            if (e.target.files.length > 0) {
+                fileNameDisplay.textContent = e.target.files[0].name;
+            } else {
+                fileNameDisplay.textContent = 'No file selected';
+            }
+        });
+
+        // Drag and drop effects
+        ['dragenter', 'dragover', 'dragleave', 'drop'].forEach(eventName => {
+            dropZone.addEventListener(eventName, preventDefaults, false);
+        });
+
+        function preventDefaults(e) {
+            e.preventDefault();
+            e.stopPropagation();
+        }
+
+        ['dragenter', 'dragover'].forEach(eventName => {
+            dropZone.addEventListener(eventName, () => dropZone.classList.add('dragover'), false);
+        });
+
+        ['dragleave', 'drop'].forEach(eventName => {
+            dropZone.addEventListener(eventName, () => dropZone.classList.remove('dragover'), false);
+        });
+
+        dropZone.addEventListener('drop', (e) => {
+            let dt = e.dataTransfer;
+            let files = dt.files;
+            fileInput.files = files;
+            if(files.length > 0) {
+                fileNameDisplay.textContent = files[0].name;
+            }
+        });
+
+        // JSON syntax highlighting
+        function syntaxHighlight(json) {
+            if (typeof json != 'string') {
+                json = JSON.stringify(json, undefined, 2);
+            }
+            json = json.replace(/&/g, '&amp;').replace(/</g, '&lt;').replace(/>/g, '&gt;');
+            return json.replace(/("(\\u[a-zA-Z0-9]{4}|\\[^u]|[^\\"])*"(\s*:)?|\b(true|false|null)\b|-?\d+(?:\.\d*)?(?:[eE][+\-]?\d+)?)/g, function (match) {
+                var cls = 'number';
+                if (/^"/.test(match)) {
+                    if (/:$/.test(match)) {
+                        cls = 'key';
+                    } else {
+                        cls = 'string';
+                    }
+                } else if (/true|false/.test(match)) {
+                    cls = 'boolean';
+                } else if (/null/.test(match)) {
+                    cls = 'null';
+                }
+                return '<span class="' + cls + '">' + match + '</span>';
+            });
+        }
+
+        async function submitRequest() {
+            const url = document.getElementById('apiUrl').value;
+            const file = fileInput.files[0];
+            const output = document.getElementById('jsonOutput');
+            const statusBadge = document.getElementById('statusBadge');
+            const timeBadge = document.getElementById('timeBadge');
+            const btn = document.getElementById('submitBtn');
+            const btnText = document.getElementById('btnText');
+            const spinner = document.getElementById('spinner');
+
+            if (!file) {
+                alert('Please select a file to upload.');
+                return;
+            }
+
+            // Setup form data
+            const formData = new FormData();
+            formData.append('file', file);
+            formData.append('document_type', document.getElementById('docType').value);
+            formData.append('max_pages', document.getElementById('maxPages').value);
+            formData.append('run_ocr', document.getElementById('runOcr').checked);
+            formData.append('run_forensics', document.getElementById('runForensics').checked);
+            formData.append('run_qr', document.getElementById('runQr').checked);
+            formData.append('run_live_qr_check', document.getElementById('runLiveQr').checked);
+            formData.append('run_llm_analysis', document.getElementById('runLlm').checked);
+
+            // Update UI state
+            btn.disabled = true;
+            btnText.textContent = 'Analyzing...';
+            spinner.style.display = 'block';
+            output.innerHTML = 'Sending request...';
+            statusBadge.className = 'status-badge status-idle';
+            statusBadge.textContent = 'Processing';
+            timeBadge.textContent = '...';
+
+            const startTime = performance.now();
+
+            try {
+                const response = await fetch(url, {
+                    method: 'POST',
+                    body: formData,
+                    headers: {
+                        'Accept': 'application/json'
+                    }
+                });
+
+                const data = await response.json();
+                const endTime = performance.now();
+                const duration = Math.round(endTime - startTime);
+
+                output.innerHTML = syntaxHighlight(data);
+                timeBadge.textContent = `${duration}ms`;
+
+                if (response.ok) {
+                    if (data.status === 'completed_with_warnings') {
+                        statusBadge.className = 'status-badge status-warning';
+                        statusBadge.textContent = 'Warnings';
+                    } else {
+                        statusBadge.className = 'status-badge status-success';
+                        statusBadge.textContent = 'Success';
+                    }
+                } else {
+                    statusBadge.className = 'status-badge status-error';
+                    statusBadge.textContent = `HTTP ${response.status}`;
+                }
+            } catch (error) {
+                const endTime = performance.now();
+                timeBadge.textContent = `${Math.round(endTime - startTime)}ms`;
+                output.innerHTML = `<span style="color:#ef4444;">Error: ${error.message}</span>\n\nMake sure the API is running and CORS is configured if calling cross-origin.`;
+                statusBadge.className = 'status-badge status-error';
+                statusBadge.textContent = 'Failed';
+            } finally {
+                btn.disabled = false;
+                btnText.textContent = 'Analyze Document';
+                spinner.style.display = 'none';
+            }
+        }
+    </script>
+</body>
+</html>
diff --git a/tests/__init__.py b/tests/__init__.py
old mode 100644
new mode 100755
diff --git a/tests/test_api_smoke.py b/tests/test_api_smoke.py
old mode 100644
new mode 100755
diff --git a/tests/test_content_risk_analyzer.py b/tests/test_content_risk_analyzer.py
old mode 100644
new mode 100755
diff --git a/tests/test_deepseek_llm.py b/tests/test_deepseek_llm.py
old mode 100644
new mode 100755
diff --git a/tests/test_field_extractor.py b/tests/test_field_extractor.py
old mode 100644
new mode 100755
diff --git a/tests/test_file_validator.py b/tests/test_file_validator.py
old mode 100644
new mode 100755
diff --git a/tests/test_forensic_analyzer.py b/tests/test_forensic_analyzer.py
old mode 100644
new mode 100755
diff --git a/tests/test_live_qr_verifier.py b/tests/test_live_qr_verifier.py
old mode 100644
new mode 100755
diff --git a/tests/test_metadata_analyzer.py b/tests/test_metadata_analyzer.py
old mode 100644
new mode 100755
diff --git a/tests/test_processors.py b/tests/test_processors.py
old mode 100644
new mode 100755
diff --git a/tests/test_source_url_analyzer.py b/tests/test_source_url_analyzer.py
old mode 100644
new mode 100755
diff --git a/tests/test_text_consistency.py b/tests/test_text_consistency.py
old mode 100644
new mode 100755
diff --git a/tests/test_trust_scorer.py b/tests/test_trust_scorer.py
old mode 100644
new mode 100755
diff --git a/uploads/.gitkeep b/uploads/.gitkeep
old mode 100644
new mode 100755