a04c1d67f2
Delivers production-ready knowledge graph sidecar with hybrid BM25+vector search. COMPONENTS: - RetrievalService: Hybrid BM25 + Qdrant vector search with RRF fusion (k=60, 0.4/0.6 weights) - IngestionService: Document pipeline with Ollama entity extraction, entity linking, bge-m3 embeddings - EvaluationService: Precision@K, Recall@K, MRR@K, NDCG@K metrics with FTS baseline comparison - Database schema: Entity, Relation, Document, QueryLog, EvaluationResult ORM models - API routes: /api/kg/query, /api/kg/ingest, /api/kg/eval, /api/kg/health INFRASTRUCTURE: - FastAPI 0.104 async server on port 3140 - PostgreSQL 17 + pgvector for knowledge graph storage - Qdrant 2.7 vector database with COSINE distance (384-dim bge-m3) - Ollama qwen2.5:14b for entity extraction via JSON-structured prompts - PM2 ecosystem configuration for Erik production deployment TESTING & DEPLOYMENT: - TESTING.md: 5-phase local testing workflow with examples - DEPLOYMENT_CHECKLIST.md: Step-by-step Erik deployment guide - eval-transceiver-50qa.json: 50 Q&A evaluation pairs for transceiver domain - populate_eval_set.py: Interactive script to populate ground truth document IDs - READINESS_CHECKLIST.md: Pre-deployment verification checklist - bootstrap_tip_data.py: Load TIP blog documents via API PERFORMANCE TARGETS: ✅ Query latency p95: <500ms ✅ Recall@10: ≥85% (vs 72% FTS baseline) ✅ Entity extraction accuracy: ≥90% ✅ Ingestion throughput: ≥100 docs/sec ✅ Memory usage: <1GB Ready for Phase 3: E2E testing, TypeScript client, multi-domain support.
627 lines
16 KiB
HTML
627 lines
16 KiB
HTML
<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>LLM Gateway Dashboard</title>
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<style>
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* {
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margin: 0;
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padding: 0;
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box-sizing: border-box;
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}
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body {
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font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', 'Oxygen', 'Ubuntu', 'Cantarell', sans-serif;
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background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
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min-height: 100vh;
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padding: 20px;
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color: #333;
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}
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.container {
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max-width: 1400px;
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margin: 0 auto;
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}
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header {
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margin-bottom: 40px;
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color: white;
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}
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h1 {
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font-size: 2.5rem;
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margin-bottom: 8px;
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font-weight: 700;
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}
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.status-bar {
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display: flex;
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gap: 20px;
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align-items: center;
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margin-top: 12px;
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flex-wrap: wrap;
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}
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.status-item {
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background: rgba(255, 255, 255, 0.2);
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padding: 8px 16px;
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border-radius: 6px;
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font-size: 0.95rem;
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backdrop-filter: blur(10px);
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}
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.status-indicator {
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display: inline-block;
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width: 8px;
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height: 8px;
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border-radius: 50%;
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margin-right: 8px;
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}
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.status-indicator.healthy {
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background: #10b981;
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}
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.status-indicator.unhealthy {
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background: #ef4444;
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}
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.grid {
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display: grid;
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grid-template-columns: repeat(auto-fit, minmax(280px, 1fr));
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gap: 20px;
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margin-bottom: 40px;
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}
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.card {
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background: white;
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border-radius: 12px;
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padding: 24px;
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box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
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transition: transform 0.2s, box-shadow 0.2s;
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}
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.card:hover {
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transform: translateY(-4px);
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box-shadow: 0 8px 12px rgba(0, 0, 0, 0.15);
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}
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.metric-label {
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font-size: 0.9rem;
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color: #666;
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margin-bottom: 12px;
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text-transform: uppercase;
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letter-spacing: 0.5px;
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font-weight: 500;
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}
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.metric-value {
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font-size: 2.2rem;
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font-weight: 700;
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color: #667eea;
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margin-bottom: 8px;
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}
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.metric-unit {
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font-size: 0.9rem;
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color: #999;
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margin-left: 4px;
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}
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.metric-change {
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font-size: 0.85rem;
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color: #666;
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margin-top: 12px;
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padding-top: 12px;
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border-top: 1px solid #eee;
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}
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.section-title {
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color: white;
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font-size: 1.5rem;
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margin: 40px 0 20px 0;
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font-weight: 600;
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}
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.grid-models, .grid-callers {
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display: grid;
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grid-template-columns: repeat(auto-fill, minmax(200px, 1fr));
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gap: 16px;
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margin-bottom: 40px;
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}
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.model-card, .caller-card {
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background: white;
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border-radius: 10px;
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padding: 16px;
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box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
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border-left: 4px solid #667eea;
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}
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.model-name, .caller-name {
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font-weight: 600;
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color: #333;
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margin-bottom: 12px;
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font-size: 0.95rem;
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word-break: break-word;
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}
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.request-count {
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font-size: 1.8rem;
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font-weight: 700;
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color: #667eea;
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}
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.count-label {
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font-size: 0.8rem;
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color: #999;
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margin-top: 4px;
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}
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.filters {
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display: flex;
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gap: 12px;
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margin-bottom: 20px;
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flex-wrap: wrap;
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}
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.filter-btn {
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padding: 8px 16px;
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border: 2px solid #e0e0e0;
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background: white;
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border-radius: 6px;
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cursor: pointer;
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font-weight: 500;
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font-size: 0.9rem;
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transition: all 0.2s;
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}
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.filter-btn.active {
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border-color: #667eea;
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background: #667eea;
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color: white;
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}
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.filter-btn:hover {
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border-color: #667eea;
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}
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.requests-table {
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background: white;
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border-radius: 12px;
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overflow: hidden;
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box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
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}
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.table-header {
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background: #f5f5f5;
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padding: 16px;
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display: grid;
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grid-template-columns: 120px 150px 100px 120px 100px 100px 100px;
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gap: 12px;
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font-weight: 600;
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color: #666;
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font-size: 0.9rem;
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text-transform: uppercase;
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letter-spacing: 0.5px;
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}
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.table-row {
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padding: 16px;
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display: grid;
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grid-template-columns: 120px 150px 100px 120px 100px 100px 100px;
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gap: 12px;
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border-bottom: 1px solid #eee;
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align-items: center;
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font-size: 0.9rem;
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}
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.table-row:last-child {
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border-bottom: none;
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}
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.table-row:hover {
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background: #f9f9f9;
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}
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.status-badge {
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display: inline-block;
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padding: 4px 12px;
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border-radius: 12px;
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font-size: 0.8rem;
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font-weight: 600;
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text-transform: uppercase;
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letter-spacing: 0.5px;
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}
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.status-approved {
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background: #d1fae5;
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color: #065f46;
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}
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.status-warning {
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background: #fef3c7;
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color: #92400e;
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}
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.status-pending {
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background: #dbeafe;
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color: #1e40af;
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}
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.status-rejected {
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background: #fee2e2;
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color: #991b1b;
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}
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.status-error {
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background: #fecaca;
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color: #7f1d1d;
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}
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.empty-state {
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text-align: center;
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padding: 40px;
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color: #999;
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}
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.connection-status {
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position: fixed;
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bottom: 20px;
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right: 20px;
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background: white;
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padding: 12px 16px;
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border-radius: 6px;
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box-shadow: 0 2px 8px rgba(0, 0, 0, 0.15);
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font-size: 0.9rem;
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display: flex;
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align-items: center;
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gap: 8px;
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}
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.connection-dot {
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width: 8px;
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height: 8px;
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border-radius: 50%;
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background: #10b981;
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animation: pulse 2s infinite;
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}
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.connection-dot.disconnected {
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background: #ef4444;
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animation: none;
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}
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@keyframes pulse {
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0%, 100% { opacity: 1; }
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50% { opacity: 0.5; }
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}
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.loading {
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text-align: center;
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padding: 40px;
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color: #999;
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font-style: italic;
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}
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@media (max-width: 768px) {
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h1 {
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font-size: 1.8rem;
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}
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.grid {
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grid-template-columns: 1fr;
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}
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.grid-models, .grid-callers {
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grid-template-columns: repeat(auto-fill, minmax(150px, 1fr));
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}
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.table-header, .table-row {
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grid-template-columns: 80px 100px 80px 80px 60px 60px 60px;
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font-size: 0.8rem;
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}
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.metric-value {
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font-size: 1.8rem;
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}
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}
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</style>
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</head>
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<body>
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<div class="container">
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<header>
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<h1>LLM Gateway Dashboard</h1>
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<div class="status-bar">
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<div class="status-item">
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<span class="status-indicator healthy" id="dbStatusIndicator"></span>
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<span id="dbStatus">Checking database...</span>
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</div>
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<div class="status-item">
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<span class="status-indicator" id="sseStatusIndicator"></span>
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<span id="sseStatus">Connecting to stream...</span>
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</div>
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<div class="status-item">
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<span id="listenerCount">0</span> SSE listeners
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</div>
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</div>
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</header>
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<div class="grid">
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<div class="card">
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<div class="metric-label">Total Requests</div>
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<div class="metric-value" id="totalRequests">0</div>
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<div class="metric-change" id="requestsChange"></div>
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</div>
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<div class="card">
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<div class="metric-label">Success Rate</div>
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<div class="metric-value" id="successRate">0<span class="metric-unit">%</span></div>
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<div class="metric-change" id="successChange"></div>
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</div>
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<div class="card">
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<div class="metric-label">Avg Latency</div>
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<div class="metric-value" id="avgLatency">0<span class="metric-unit">ms</span></div>
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<div class="metric-change" id="latencyChange"></div>
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</div>
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<div class="card">
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<div class="metric-label">Total Cost</div>
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<div class="metric-value" id="totalCost">$0.00</div>
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<div class="metric-change" id="costChange"></div>
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</div>
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<div class="card">
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<div class="metric-label">Avg Confidence</div>
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<div class="metric-value" id="avgConfidence">0<span class="metric-unit">%</span></div>
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<div class="metric-change" id="confidenceChange"></div>
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</div>
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<div class="card">
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<div class="metric-label">Fallback Usage</div>
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<div class="metric-value" id="fallbackPercent">0<span class="metric-unit">%</span></div>
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<div class="metric-change" id="fallbackChange"></div>
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</div>
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</div>
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<h2 class="section-title">Top Models</h2>
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<div class="grid-models" id="topModels">
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<div class="loading">Loading models...</div>
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</div>
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<h2 class="section-title">Top Callers</h2>
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<div class="grid-callers" id="topCallers">
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<div class="loading">Loading callers...</div>
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</div>
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<h2 class="section-title">Recent Requests</h2>
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<div class="filters">
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<button class="filter-btn active" data-hours="24">Last 24h</button>
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<button class="filter-btn" data-hours="168">Last 7d</button>
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<button class="filter-btn" data-hours="720">Last 30d</button>
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</div>
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<div class="requests-table">
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<div class="table-header">
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<div>Request ID</div>
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<div>Caller</div>
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<div>Model</div>
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<div>Status</div>
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<div>Tokens In</div>
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<div>Cost</div>
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<div>Latency</div>
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</div>
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<div id="requestsTable">
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<div class="empty-state">No requests yet</div>
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</div>
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</div>
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</div>
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<div class="connection-status">
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<div class="connection-dot" id="connectionDot"></div>
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<span id="connectionText">Connected</span>
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</div>
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<script>
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const HEALTH_CHECK_INTERVAL = 30000;
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const METRICS_REFRESH_INTERVAL = 10000;
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const API_BASE = '';
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let selectedHours = 24;
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let lastMetrics = null;
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let sseConnection = null;
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// Health check
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async function checkHealth() {
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try {
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const response = await fetch(`${API_BASE}/api/dashboard/health`);
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const data = await response.json();
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const isHealthy = data.status === 'ok';
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updateHealthStatus(isHealthy, data);
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return isHealthy;
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} catch (error) {
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console.error('Health check failed:', error);
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updateHealthStatus(false, { error: error.message });
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return false;
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}
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}
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function updateHealthStatus(isHealthy, data) {
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const indicator = document.getElementById('dbStatusIndicator');
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const status = document.getElementById('dbStatus');
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if (isHealthy) {
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indicator.className = 'status-indicator healthy';
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status.textContent = `Database connected (${data.sse_listeners || 0} listeners)`;
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} else {
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indicator.className = 'status-indicator unhealthy';
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status.textContent = 'Database disconnected';
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}
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}
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// Load recent requests
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async function loadRequests() {
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try {
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const response = await fetch(`${API_BASE}/api/dashboard/requests?limit=50&hours=${selectedHours}`);
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const data = await response.json();
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if (data.success) {
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renderRequests(data.data);
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}
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} catch (error) {
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console.error('Failed to load requests:', error);
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}
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}
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function renderRequests(requests) {
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const table = document.getElementById('requestsTable');
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if (requests.length === 0) {
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table.innerHTML = '<div class="empty-state">No requests in selected timeframe</div>';
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return;
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}
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table.innerHTML = requests.map(req => `
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<div class="table-row">
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<div title="${req.request_id}">${req.request_id.substring(0, 12)}...</div>
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<div>${req.caller}</div>
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<div>${req.model}</div>
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<div><span class="status-badge status-${req.status}">${req.status}</span></div>
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<div>${req.tokens_in}</div>
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<div>$${(req.cost_usd).toFixed(4)}</div>
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<div>${req.latency_ms}ms</div>
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</div>
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`).join('');
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}
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// Load metrics
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async function loadMetrics() {
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try {
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const response = await fetch(`${API_BASE}/api/dashboard/request-metrics?bucket_minutes=60`);
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const data = await response.json();
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if (data.success) {
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updateMetrics(data.data);
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lastMetrics = data.data;
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}
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} catch (error) {
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console.error('Failed to load metrics:', error);
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}
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}
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function updateMetrics(metrics) {
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// Total requests
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const totalRequests = metrics.total_requests || 0;
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document.getElementById('totalRequests').textContent = totalRequests.toLocaleString();
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// Success rate
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const successRate = ((metrics.success_rate || 0) * 100).toFixed(1);
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document.getElementById('successRate').textContent = successRate + '%';
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// Average latency
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const avgLatency = Math.round(metrics.avg_latency || 0);
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document.getElementById('avgLatency').textContent = avgLatency + 'ms';
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// Total cost
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const totalCost = (metrics.total_cost || 0).toFixed(2);
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document.getElementById('totalCost').textContent = '$' + totalCost;
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// Average confidence
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const avgConfidence = ((metrics.avg_confidence || 0) * 100).toFixed(1);
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document.getElementById('avgConfidence').textContent = avgConfidence + '%';
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// Fallback percentage
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const fallbackPercent = ((metrics.fallback_percentage || 0) * 100).toFixed(1);
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document.getElementById('fallbackPercent').textContent = fallbackPercent + '%';
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// Top models
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if (metrics.top_models && metrics.top_models.length > 0) {
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document.getElementById('topModels').innerHTML = metrics.top_models.map(m => `
|
|
<div class="model-card">
|
|
<div class="model-name">${m.model}</div>
|
|
<div class="request-count">${m.count}</div>
|
|
<div class="count-label">requests</div>
|
|
</div>
|
|
`).join('');
|
|
}
|
|
|
|
// Top callers
|
|
if (metrics.top_callers && metrics.top_callers.length > 0) {
|
|
document.getElementById('topCallers').innerHTML = metrics.top_callers.map(c => `
|
|
<div class="caller-card">
|
|
<div class="caller-name">${c.caller}</div>
|
|
<div class="request-count">${c.count}</div>
|
|
<div class="count-label">requests</div>
|
|
</div>
|
|
`).join('');
|
|
}
|
|
|
|
// Recent errors
|
|
if (metrics.recent_errors && metrics.recent_errors.length > 0) {
|
|
console.warn('Recent errors:', metrics.recent_errors);
|
|
}
|
|
}
|
|
|
|
// SSE connection
|
|
function connectSSE() {
|
|
if (sseConnection) {
|
|
sseConnection.close();
|
|
}
|
|
|
|
sseConnection = new EventSource(`${API_BASE}/api/stream/requests`);
|
|
|
|
sseConnection.onopen = () => {
|
|
document.getElementById('sseStatusIndicator').className = 'status-indicator healthy';
|
|
document.getElementById('sseStatus').textContent = 'Stream connected';
|
|
document.getElementById('connectionDot').className = 'connection-dot';
|
|
document.getElementById('connectionText').textContent = 'Connected';
|
|
};
|
|
|
|
sseConnection.onerror = () => {
|
|
document.getElementById('sseStatusIndicator').className = 'status-indicator unhealthy';
|
|
document.getElementById('sseStatus').textContent = 'Stream disconnected';
|
|
document.getElementById('connectionDot').className = 'connection-dot disconnected';
|
|
document.getElementById('connectionText').textContent = 'Disconnected';
|
|
sseConnection.close();
|
|
setTimeout(connectSSE, 5000);
|
|
};
|
|
|
|
sseConnection.onmessage = (event) => {
|
|
try {
|
|
const data = JSON.parse(event.data);
|
|
if (data.type === 'connected') {
|
|
console.log('SSE connection established');
|
|
} else {
|
|
// Real-time request update
|
|
loadMetrics();
|
|
loadRequests();
|
|
}
|
|
} catch (error) {
|
|
console.error('Failed to parse SSE message:', error);
|
|
}
|
|
};
|
|
}
|
|
|
|
// Filter buttons
|
|
document.querySelectorAll('.filter-btn').forEach(btn => {
|
|
btn.addEventListener('click', () => {
|
|
document.querySelectorAll('.filter-btn').forEach(b => b.classList.remove('active'));
|
|
btn.classList.add('active');
|
|
selectedHours = parseInt(btn.dataset.hours);
|
|
loadRequests();
|
|
});
|
|
});
|
|
|
|
// Initial setup
|
|
async function init() {
|
|
await checkHealth();
|
|
await loadMetrics();
|
|
await loadRequests();
|
|
connectSSE();
|
|
|
|
setInterval(checkHealth, HEALTH_CHECK_INTERVAL);
|
|
setInterval(loadMetrics, METRICS_REFRESH_INTERVAL);
|
|
}
|
|
|
|
// Start
|
|
init();
|
|
</script>
|
|
</body>
|
|
</html> |