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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>KnowledgeForge AI — 100% Local Enterprise RAG Dashboard</title>
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=Fira+Code:wght@400;500&family=Outfit:wght@300;400;500;600;700&display=swap" rel="stylesheet">
<style>
:root {
--bg-main: #090d16;
--bg-sidebar: #0f172a;
--bg-card: rgba(30, 41, 59, 0.65);
--bg-card-hover: rgba(51, 65, 85, 0.75);
--border-color: rgba(255, 255, 255, 0.08);
--accent-indigo: #6366f1;
--accent-purple: #a855f7;
--accent-pink: #ec4899;
--accent-emerald: #10b981;
--text-main: #f8fafc;
--text-muted: #94a3b8;
--text-dim: #64748b;
}
* {
margin: 0;
padding: 0;
box-sizing: border-box;
}
body {
font-family: 'Outfit', -apple-system, BlinkMacSystemFont, sans-serif;
background-color: var(--bg-main);
color: var(--text-main);
height: 100vh;
display: flex;
overflow: hidden;
background-image:
radial-gradient(at 15% 15%, rgba(99, 102, 241, 0.12) 0px, transparent 50%),
radial-gradient(at 85% 85%, rgba(168, 85, 247, 0.12) 0px, transparent 50%);
}
/* Scrollbar Styling */
::-webkit-scrollbar {
width: 6px;
height: 6px;
}
::-webkit-scrollbar-track {
background: transparent;
}
::-webkit-scrollbar-thumb {
background: #334155;
border-radius: 4px;
}
::-webkit-scrollbar-thumb:hover {
background: #475569;
}
/* SIDEBAR (Document Management & Stat Cards) */
.sidebar {
width: 330px;
background-color: var(--bg-sidebar);
border-right: 1px solid var(--border-color);
display: flex;
flex-direction: column;
height: 100%;
z-index: 10;
}
.sidebar-header {
padding: 20px;
border-bottom: 1px solid var(--border-color);
display: flex;
align-items: center;
gap: 12px;
}
.logo-icon {
width: 38px;
height: 38px;
background: linear-gradient(135deg, var(--accent-indigo), var(--accent-purple));
border-radius: 10px;
display: flex;
align-items: center;
justify-content: center;
font-size: 1.3rem;
box-shadow: 0 4px 15px rgba(99, 102, 241, 0.3);
}
.logo-text h1 {
font-size: 1.15rem;
font-weight: 700;
background: linear-gradient(to right, #ffffff, #cbd5e1);
-webkit-background-clip: text;
-webkit-text-fill-color: transparent;
}
.logo-text span {
font-size: 0.72rem;
color: var(--accent-emerald);
font-weight: 600;
letter-spacing: 0.5px;
text-transform: uppercase;
background: rgba(16, 185, 129, 0.12);
padding: 2px 6px;
border-radius: 4px;
}
.sidebar-content {
flex: 1;
overflow-y: auto;
padding: 18px;
}
.section-title {
font-size: 0.75rem;
text-transform: uppercase;
letter-spacing: 1px;
color: var(--text-dim);
font-weight: 700;
margin-bottom: 12px;
display: flex;
align-items: center;
justify-content: space-between;
}
/* Stats Grid */
.stats-grid {
display: grid;
grid-template-columns: 1fr 1fr;
gap: 10px;
margin-bottom: 24px;
}
.stat-card {
background: var(--bg-card);
border: 1px solid var(--border-color);
border-radius: 10px;
padding: 12px;
text-align: center;
}
.stat-card .val {
font-size: 1.4rem;
font-weight: 700;
color: var(--text-main);
margin-bottom: 2px;
}
.stat-card .lbl {
font-size: 0.75rem;
color: var(--text-muted);
}
/* Dropzone */
.dropzone {
border: 2px dashed rgba(99, 102, 241, 0.35);
border-radius: 12px;
padding: 24px 16px;
text-align: center;
background: rgba(99, 102, 241, 0.04);
cursor: pointer;
transition: all 0.25s ease;
margin-bottom: 24px;
}
.dropzone:hover, .dropzone.dragover {
border-color: var(--accent-indigo);
background: rgba(99, 102, 241, 0.1);
transform: translateY(-2px);
}
.dropzone-icon {
font-size: 2rem;
margin-bottom: 8px;
display: inline-block;
}
.dropzone p {
font-size: 0.88rem;
font-weight: 500;
color: var(--text-main);
margin-bottom: 4px;
}
.dropzone span {
font-size: 0.75rem;
color: var(--text-muted);
}
/* Document List */
.doc-list {
display: flex;
flex-direction: column;
gap: 8px;
}
.doc-item {
background: var(--bg-card);
border: 1px solid var(--border-color);
border-radius: 8px;
padding: 10px 12px;
display: flex;
align-items: center;
justify-content: space-between;
transition: background 0.2s ease;
}
.doc-item:hover {
background: var(--bg-card-hover);
border-color: rgba(255, 255, 255, 0.15);
}
.doc-info {
display: flex;
align-items: center;
gap: 10px;
overflow: hidden;
}
.doc-badge {
font-size: 0.65rem;
font-weight: 700;
padding: 3px 6px;
border-radius: 4px;
min-width: 38px;
text-align: center;
text-transform: uppercase;
}
.badge-pdf { background: rgba(239, 68, 68, 0.2); color: #f87171; }
.badge-md { background: rgba(59, 130, 246, 0.2); color: #60a5fa; }
.badge-docx { background: rgba(16, 185, 129, 0.2); color: #34d399; }
.badge-py { background: rgba(245, 158, 11, 0.2); color: #fbbf24; }
.doc-meta h4 {
font-size: 0.82rem;
font-weight: 500;
color: var(--text-main);
white-space: nowrap;
overflow: hidden;
text-overflow: ellipsis;
max-width: 170px;
}
.doc-meta p {
font-size: 0.7rem;
color: var(--text-dim);
}
.doc-actions button {
background: transparent;
border: none;
color: var(--text-dim);
cursor: pointer;
padding: 4px;
border-radius: 4px;
transition: color 0.2s;
}
.doc-actions button:hover {
color: #f87171;
background: rgba(239, 68, 68, 0.1);
}
.sidebar-footer {
padding: 16px;
border-top: 1px solid var(--border-color);
background: rgba(15, 23, 42, 0.8);
}
.btn-reindex {
width: 100%;
background: linear-gradient(135deg, var(--accent-indigo), #4f46e5);
color: white;
border: none;
padding: 10px;
border-radius: 8px;
font-weight: 600;
font-size: 0.85rem;
cursor: pointer;
transition: all 0.2s ease;
display: flex;
align-items: center;
justify-content: center;
gap: 8px;
box-shadow: 0 4px 12px rgba(99, 102, 241, 0.25);
}
.btn-reindex:hover {
box-shadow: 0 6px 18px rgba(99, 102, 241, 0.4);
transform: translateY(-1px);
}
/* MAIN DASHBOARD AREA */
.main-wrapper {
flex: 1;
display: flex;
flex-direction: column;
height: 100%;
overflow: hidden;
}
/* Top Bar */
.topbar {
height: 64px;
border-bottom: 1px solid var(--border-color);
padding: 0 24px;
display: flex;
align-items: center;
justify-content: space-between;
background: rgba(15, 23, 42, 0.6);
backdrop-filter: blur(12px);
z-index: 5;
}
.model-selector {
display: flex;
align-items: center;
gap: 12px;
background: rgba(30, 41, 59, 0.8);
padding: 6px 14px;
border-radius: 20px;
border: 1px solid var(--border-color);
}
.status-dot {
width: 8px;
height: 8px;
border-radius: 50%;
background-color: var(--accent-emerald);
box-shadow: 0 0 8px var(--accent-emerald);
}
.model-selector span {
font-size: 0.85rem;
font-weight: 600;
color: var(--text-main);
}
.model-selector select {
background: transparent;
border: none;
color: var(--accent-purple);
font-weight: 600;
font-size: 0.85rem;
cursor: pointer;
outline: none;
}
.model-selector select option {
background: var(--bg-sidebar);
color: var(--text-main);
}
.topbar-actions {
display: flex;
align-items: center;
gap: 16px;
}
.toggle-switch {
display: flex;
align-items: center;
gap: 8px;
font-size: 0.8rem;
color: var(--text-muted);
cursor: pointer;
background: rgba(30, 41, 59, 0.6);
padding: 6px 12px;
border-radius: 8px;
border: 1px solid var(--border-color);
transition: all 0.2s;
}
.toggle-switch:hover {
border-color: rgba(255, 255, 255, 0.2);
color: var(--text-main);
}
.toggle-switch.active {
background: rgba(99, 102, 241, 0.15);
border-color: var(--accent-indigo);
color: #c7d2fe;
}
.btn-settings {
background: var(--bg-card);
border: 1px solid var(--border-color);
color: var(--text-main);
padding: 8px 14px;
border-radius: 8px;
font-size: 0.82rem;
font-weight: 500;
cursor: pointer;
display: flex;
align-items: center;
gap: 6px;
transition: all 0.2s;
}
.btn-settings:hover {
background: var(--bg-card-hover);
}
/* Chat Container */
.chat-container {
flex: 1;
overflow-y: auto;
padding: 30px 10%;
display: flex;
flex-direction: column;
gap: 24px;
}
/* Empty State / Welcome Screen */
.welcome-box {
text-align: center;
margin: auto 0;
padding: 40px 20px;
animation: fadeIn 0.5s ease;
}
@keyframes fadeIn {
from { opacity: 0; transform: translateY(10px); }
to { opacity: 1; transform: translateY(0); }
}
.welcome-title {
font-size: 2.2rem;
font-weight: 700;
margin-bottom: 12px;
background: linear-gradient(135deg, #ffffff 0%, #a855f7 100%);
-webkit-background-clip: text;
-webkit-text-fill-color: transparent;
}
.welcome-subtitle {
font-size: 1rem;
color: var(--text-muted);
max-width: 540px;
margin: 0 auto 30px;
line-height: 1.5;
}
.suggestions-grid {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(260px, 1fr));
gap: 12px;
max-width: 800px;
margin: 0 auto;
}
.suggestion-card {
background: var(--bg-card);
border: 1px solid var(--border-color);
border-radius: 12px;
padding: 16px;
text-align: left;
cursor: pointer;
transition: all 0.25s ease;
position: relative;
overflow: hidden;
}
.suggestion-card::before {
content: "";
position: absolute;
top: 0;
left: 0;
width: 3px;
height: 100%;
background: var(--accent-indigo);
opacity: 0;
transition: opacity 0.25s ease;
}
.suggestion-card:hover {
transform: translateY(-3px);
border-color: rgba(99, 102, 241, 0.4);
background: var(--bg-card-hover);
}
.suggestion-card:hover::before {
opacity: 1;
}
.suggestion-card h4 {
font-size: 0.9rem;
font-weight: 600;
color: var(--text-main);
margin-bottom: 6px;
display: flex;
align-items: center;
gap: 8px;
}
.suggestion-card p {
font-size: 0.78rem;
color: var(--text-muted);
line-height: 1.4;
}
/* Message Bubbles */
.message {
display: flex;
gap: 16px;
max-width: 850px;
animation: fadeIn 0.3s ease;
}
.message.user {
align-self: flex-end;
flex-direction: row-reverse;
}
.message.assistant {
align-self: flex-start;
}
.avatar {
width: 40px;
height: 40px;
border-radius: 10px;
display: flex;
align-items: center;
justify-content: center;
font-size: 1.2rem;
flex-shrink: 0;
}
.user .avatar {
background: linear-gradient(135deg, #3b82f6, #1d4ed8);
color: white;
}
.assistant .avatar {
background: linear-gradient(135deg, var(--accent-indigo), var(--accent-purple));
color: white;
box-shadow: 0 0 15px rgba(168, 85, 247, 0.3);
}
.bubble {
padding: 16px 20px;
border-radius: 16px;
font-size: 0.95rem;
line-height: 1.6;
position: relative;
}
.user .bubble {
background: linear-gradient(135deg, #4f46e5, #4338ca);
color: white;
border-bottom-right-radius: 4px;
}
.assistant .bubble {
background: var(--bg-card);
border: 1px solid var(--border-color);
color: var(--text-main);
border-bottom-left-radius: 4px;
width: 100%;
}
/* Source & Confidence Accordions inside AI Bubble */
.source-panel {
margin-top: 16px;
border-top: 1px solid rgba(255, 255, 255, 0.08);
padding-top: 14px;
}
.source-header {
display: flex;
align-items: center;
justify-content: space-between;
cursor: pointer;
font-size: 0.82rem;
font-weight: 600;
color: #cbd5e1;
padding: 6px 10px;
background: rgba(15, 23, 42, 0.6);
border-radius: 6px;
transition: background 0.2s;
}
.source-header:hover {
background: rgba(30, 41, 59, 0.8);
}
.conf-badge {
background: linear-gradient(90deg, #059669, #10b981);
color: white;
font-size: 0.72rem;
font-weight: 700;
padding: 2px 8px;
border-radius: 12px;
display: flex;
align-items: center;
gap: 4px;
}
.sources-list {
margin-top: 10px;
display: flex;
flex-direction: column;
gap: 8px;
}
.source-card {
background: rgba(15, 23, 42, 0.7);
border: 1px solid #334155;
border-radius: 8px;
padding: 10px 12px;
font-size: 0.82rem;
}
.source-top {
display: flex;
align-items: center;
justify-content: space-between;
margin-bottom: 6px;
}
.source-filename {
font-weight: 600;
color: #93c5fd;
display: flex;
align-items: center;
gap: 6px;
}
.source-score {
color: #a7f3d0;
font-size: 0.75rem;
font-weight: 600;
}
.source-snippet {
color: #94a3b8;
font-family: 'Fira Code', monospace;
font-size: 0.76rem;
background: rgba(0, 0, 0, 0.3);
padding: 8px;
border-radius: 6px;
border-left: 3px solid var(--accent-indigo);
max-height: 85px;
overflow-y: auto;
}
/* Typing Indicator */
.typing-indicator {
display: flex;
align-items: center;
gap: 6px;
padding: 8px 0;
color: var(--accent-purple);
font-weight: 500;
font-size: 0.88rem;
}
.dots {
display: flex;
gap: 4px;
}
.dot {
width: 6px;
height: 6px;
border-radius: 50%;
background-color: var(--accent-purple);
animation: bounce 1.4s infinite ease-in-out both;
}
.dot:nth-child(1) { animation-delay: -0.32s; }
.dot:nth-child(2) { animation-delay: -0.16s; }
@keyframes bounce {
0%, 80%, 100% { transform: scale(0); }
40% { transform: scale(1); }
}
/* INPUT BAR */
.input-bar-container {
padding: 20px 10%;
background: rgba(15, 23, 42, 0.85);
border-top: 1px solid var(--border-color);
backdrop-filter: blur(12px);
}
.input-box {
background: var(--bg-card);
border: 1px solid rgba(255, 255, 255, 0.12);
border-radius: 14px;
padding: 8px 12px 8px 16px;
display: flex;
align-items: flex-end;
gap: 12px;
transition: border-color 0.2s, box-shadow 0.2s;
}
.input-box:focus-within {
border-color: var(--accent-indigo);
box-shadow: 0 0 0 3px rgba(99, 102, 241, 0.18);
}
.input-box textarea {
flex: 1;
background: transparent;
border: none;
color: var(--text-main);
font-family: inherit;
font-size: 0.95rem;
resize: none;
max-height: 120px;
padding: 6px 0;
outline: none;
}
.input-box textarea::placeholder {
color: var(--text-dim);
}
.input-actions {
display: flex;
align-items: center;
gap: 8px;
padding-bottom: 2px;
}
.btn-icon {
background: transparent;
border: none;
color: var(--text-muted);
cursor: pointer;
padding: 8px;
border-radius: 8px;
transition: all 0.2s;
font-size: 1.1rem;
}
.btn-icon:hover {
color: var(--text-main);
background: rgba(255, 255, 255, 0.08);
}
.btn-send {
background: linear-gradient(135deg, var(--accent-indigo), var(--accent-purple));
color: white;
border: none;
padding: 8px 18px;
border-radius: 10px;
font-weight: 600;
font-size: 0.88rem;
cursor: pointer;
display: flex;
align-items: center;
gap: 6px;
transition: all 0.2s;
box-shadow: 0 4px 14px rgba(168, 85, 247, 0.3);
}
.btn-send:hover {
transform: translateY(-1px);
box-shadow: 0 6px 20px rgba(168, 85, 247, 0.45);
}
/* SETTINGS MODAL */
.modal-overlay {
position: fixed;
top: 0;
left: 0;
width: 100%;
height: 100%;
background: rgba(0, 0, 0, 0.7);
backdrop-filter: blur(6px);
z-index: 100;
display: none;
align-items: center;
justify-content: center;
}
.modal-overlay.active {
display: flex;
animation: fadeIn 0.2s ease;
}
.modal-box {
background: #111827;
border: 1px solid var(--border-color);
border-radius: 16px;
width: 480px;
max-width: 90%;
padding: 24px;
box-shadow: 0 20px 40px rgba(0, 0, 0, 0.5);
}
.modal-header {
display: flex;
align-items: center;
justify-content: space-between;
border-bottom: 1px solid var(--border-color);
padding-bottom: 16px;
margin-bottom: 20px;
}
.modal-header h3 {
font-size: 1.15rem;
font-weight: 600;
color: var(--text-main);
}
.btn-close {
background: transparent;
border: none;
color: var(--text-muted);
font-size: 1.3rem;
cursor: pointer;
}
.setting-group {
margin-bottom: 18px;
}
.setting-group label {
display: flex;
justify-content: space-between;
font-size: 0.85rem;
font-weight: 500;
color: var(--text-main);
margin-bottom: 6px;
}
.setting-group input[type="range"] {
width: 100%;
accent-color: var(--accent-indigo);
background: #1e293b;
height: 6px;
border-radius: 3px;
}
.btn-danger {
width: 100%;
background: rgba(239, 68, 68, 0.15);
color: #f87171;
border: 1px solid rgba(239, 68, 68, 0.3);
padding: 10px;
border-radius: 8px;
font-weight: 600;
margin-top: 10px;
cursor: pointer;
transition: all 0.2s;
}
.btn-danger:hover {
background: rgba(239, 68, 68, 0.25);
}
</style>
</head>
<body>
<!-- SIDEBAR -->
<aside class="sidebar">
<div class="sidebar-header">
<div class="logo-icon">🧠</div>
<div class="logo-text">
<h1>KnowledgeForge</h1>
<span>Enterprise RAG v2.0</span>
</div>
</div>
<div class="sidebar-content">
<!-- Stat Cards -->
<div class="section-title">Database Overview</div>
<div class="stats-grid">
<div class="stat-card">
<div class="val" id="stat-docs">4</div>
<div class="lbl">Ingested Docs</div>
</div>
<div class="stat-card">
<div class="val" id="stat-chunks">142</div>
<div class="lbl">Vector Chunks</div>
</div>
</div>
<!-- Upload Dropzone -->
<div class="section-title">Upload & Ingest</div>
<div class="dropzone" id="dropzone" onclick="document.getElementById('file-input').click()">
<div class="dropzone-icon">📁</div>
<p>Drag & drop knowledge files</p>
<span>Supports PDF, DOCX, TXT, MD, CSV, PY</span>
<input type="file" id="file-input" style="display: none;" multiple onchange="handleFileUpload(event)">
</div>
<!-- Document List -->
<div class="section-title">
<span>Active Knowledge Base</span>
<span style="font-size: 0.65rem; color: var(--accent-indigo);">ChromaDB Thread-Safe</span>
</div>
<div class="doc-list" id="doc-list">
<div class="doc-item">
<div class="doc-info">
<span class="doc-badge badge-md">MD</span>
<div class="doc-meta">
<h4>ultimateroadmap.md</h4>
<p>34 chunks • All modules verified</p>
</div>
</div>
<div class="doc-actions"><button title="Remove Document" onclick="removeDoc(this)">🗑️</button></div>
</div>
<div class="doc-item">
<div class="doc-info">
<span class="doc-badge badge-pdf">PDF</span>
<div class="doc-meta">
<h4>architecture_guide.pdf</h4>
<p>58 chunks • PyMuPDF + EasyOCR</p>
</div>
</div>
<div class="doc-actions"><button title="Remove Document" onclick="removeDoc(this)">🗑️</button></div>
</div>
<div class="doc-item">
<div class="doc-info">
<span class="doc-badge badge-docx">DOCX</span>
<div class="doc-meta">
<h4>enterprise_policy.docx</h4>
<p>26 chunks • Batch upserted</p>
</div>
</div>
<div class="doc-actions"><button title="Remove Document" onclick="removeDoc(this)">🗑️</button></div>
</div>
<div class="doc-item">
<div class="doc-info">
<span class="doc-badge badge-py">PY</span>
<div class="doc-meta">
<h4>vector_store.py</h4>
<p>24 chunks • Singleton instance</p>
</div>
</div>
<div class="doc-actions"><button title="Remove Document" onclick="removeDoc(this)">🗑️</button></div>
</div>
</div>
</div>
<div class="sidebar-footer">
<button class="btn-reindex" onclick="triggerReindex()">
<span>⚡ Re-Index All Documents</span>
</button>
</div>
</aside>
<!-- MAIN DASHBOARD -->
<main class="main-wrapper">
<!-- Top Control Bar -->
<header class="topbar">
<div class="model-selector">
<div class="status-dot" title="Engine Online"></div>
<span>Active LLM Engine:</span>
<select id="llm-select">
<option value="gemma-3-4b-native">⚡ Deepset Gemma 3 4B Native Engine (100% Offline RAG)</option>
</select>
</div>
<div class="topbar-actions">
<div class="toggle-switch active" id="toggle-rerank" onclick="this.classList.toggle('active')">
<span>🔥 Cross-Encoder Reranker</span>
</div>
<div class="toggle-switch active" id="toggle-hybrid" onclick="this.classList.toggle('active')">
<span>🔀 Hybrid RRF Search</span>
</div>
<button class="btn-settings" onclick="openModal()">
<span>⚙️ Tuning Parameters</span>
</button>
</div>
</header>
<!-- Chat Workspace Area -->
<section class="chat-container" id="chat-box">
<!-- Welcome Empty State -->
<div class="welcome-box" id="welcome-box">
<div class="welcome-title">What would you like to explore today?</div>
<div class="welcome-subtitle">
Experience state-of-the-art offline retrieval with exact precision estimations, Hybrid BM25+Dense search, and BAAI Cross-Encoder reranking.
</div>
<div class="suggestions-grid">
<div class="suggestion-card" onclick="sendQuickQuery('What are the 12 core architecture layers verified across the KnowledgeForge AI project?')">
<h4>🏛️ Architecture Overview</h4>
<p>Ask about the 6 modular testing layers and how ChromaDB batching is implemented.</p>
</div>
<div class="suggestion-card" onclick="sendQuickQuery('How does the Hybrid BM25 + Dense RRF ranking algorithm combine scores for maximum retrieval recall?')">
<h4>🔀 Hybrid RRF Mechanics</h4>
<p>Inquire about how reciprocal rank fusion merges sparse keywords and semantic vectors.</p>
</div>
<div class="suggestion-card" onclick="sendQuickQuery('Explain how the BAAI Cross-Encoder calculates confidence percentages and filters out low-relevance candidates.')">
<h4>🎯 Confidence Estimator</h4>
<p>Understand the mathematical formula converting raw logit scores into 0-100% confidence badges.</p>
</div>
</div>
</div>
</section>