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Browse files# 蠁^43 Scalar HyperGraphRAG Evaluation Engine
## Overview
The 蠁^43 Scalar HyperGraphRAG Evaluation Engine is a **production-ready framework** for testing, evaluating, and analyzing scalar-weighted hypergraph retrieval models. It supports **interactive queries**, **offline batch evaluations**, and **ablation studies** with scalar weights (位).
Key highlights:
- Deterministic **Kaprekar 6174 routing** for reproducible hypergraph traversal.
- Comprehensive **metrics**: nDCG, Recall, Precision, MAP.
- Convergence monitoring for 位 near the 蠁 target (1.9102 卤 0.005).
- Cryptographic **audit hash** for verifiable results.
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## Quick-Start (New Users)
Test and evaluate your retrieval models instantly:
1. **Install Dependencies**
```bash
pip install -r requirements.txt
style.css
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body {
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/* === General Body === */
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body {
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background-color: #0f0f1a;
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color: #e0e0ff;
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font-family: 'Orbitron', sans-serif;
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margin: 0;
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padding: 0;
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}
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/* === Headers === */
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h1, h2, h3, h4 {
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color: #00fff7;
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text-shadow: 0 0 10px #00fff7, 0 0 20px #00fff7;
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}
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/* === Markdown / Text === */
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.gr-markdown {
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line-height: 1.6;
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color: #c0c0ff;
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}
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/* === Buttons === */
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.gr-button {
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background: linear-gradient(90deg, #00fff7 0%, #ff00ff 100%);
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color: #000000;
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font-weight: bold;
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border-radius: 12px;
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border: 2px solid #00fff7;
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padding: 10px 20px;
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transition: all 0.3s ease;
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}
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.gr-button:hover {
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background: linear-gradient(90deg, #ff00ff 0%, #00fff7 100%);
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color: #ffffff;
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transform: scale(1.05);
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box-shadow: 0 0 20px #00fff7, 0 0 30px #ff00ff;
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}
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/* === Sliders === */
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.gr-slider {
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accent-color: #00fff7;
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}
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/* === Textboxes === */
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.gr-textbox, .gr-number {
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background-color: #1a1a2e;
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border: 2px solid #00fff7;
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border-radius: 10px;
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color: #e0e0ff;
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font-family: 'Orbitron', sans-serif;
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padding: 8px;
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}
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/* === Output Boxes === */
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.gr-json, .gr-textbox[readonly] {
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background-color: #111122;
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border-left: 4px solid #ff00ff;
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color: #c0c0ff;
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font-family: 'Courier New', monospace;
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padding: 10px;
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border-radius: 8px;
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overflow-x: auto;
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}
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/* === Hover Cards / Containers === */
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.gr-block {
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background-color: #10101f;
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border-radius: 16px;
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padding: 20px;
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margin-bottom: 20px;
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border: 2px solid #00fff7;
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box-shadow: 0 0 15px #00fff7, 0 0 25px #ff00ff;
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transition: transform 0.3s ease;
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}
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.gr-block:hover {
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transform: scale(1.02);
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}
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/* === Scrollbar === */
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::-webkit-scrollbar {
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width: 10px;
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}
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::-webkit-scrollbar-track {
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background: #111122;
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}
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::-webkit-scrollbar-thumb {
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background: #00fff7;
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border-radius: 10px;
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}
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::-webkit-scrollbar-thumb:hover {
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background: #ff00ff;
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}
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/* === Links === */
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a {
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color: #00fff7;
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text-decoration: none;
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}
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a:hover {
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color: #ff00ff;
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text-shadow: 0 0 5px #ff00ff;
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}
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/* === Footer / Misc === */
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footer {
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color: #5555ff;
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text-align: center;
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margin-top: 20px;
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font-size: 0.85rem;
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}
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