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<title>EpiRAG - Performance</title>
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<header class="flex justify-between items-center px-6 h-14 border-b border-[#30363d]/40 bg-[#0a0e14] sticky top-0 z-10">
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<a href="/" class="flex items-center gap-2 text-lg font-bold text-slate-100 font-['Space_Grotesk'] tracking-tight">
<span class="material-symbols-outlined text-xl">biotech</span>
EpiRAG
</a>
<nav class="flex items-center gap-5">
<a href="/" class="text-slate-400 font-mono text-xs uppercase tracking-widest hover:text-slate-100 transition-colors">Research</a>
<a href="/performance" class="text-slate-100 border-b border-slate-100 pb-0.5 font-mono text-xs uppercase tracking-widest">Performance</a>
<a href="https://github.com/RohanBiswas67/epirag" target="_blank" class="flex items-center gap-1 text-slate-400 font-mono text-xs uppercase tracking-widest hover:text-slate-100 transition-colors">
GitHub
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<main class="max-w-6xl mx-auto px-6 py-10 space-y-10">
<!-- Page title -->
<div class="border-l-4 border-tertiary pl-5 fade-in">
<h1 class="text-3xl font-bold font-['Space_Grotesk'] uppercase tracking-tight text-on-surface">System Performance</h1>
<p class="text-on-surface-variant text-sm mt-1">Live session metrics · architecture overview · agent roster</p>
</div>
<!-- Session Stats -->
<section class="fade-in">
<div class="section-title flex items-center gap-2">
<span class="material-symbols-outlined text-sm">speed</span>
Session Metrics
</div>
<div class="grid grid-cols-2 md:grid-cols-5 gap-3">
<div class="card text-center">
<div class="stat-num" id="m-total">-</div>
<div class="stat-lbl">Queries</div>
</div>
<div class="card text-center">
<div class="stat-num" id="m-latency">-</div>
<div class="stat-lbl">Avg Latency (ms)</div>
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<div class="card text-center">
<div class="stat-num" id="m-debate">-</div>
<div class="stat-lbl">Debate Queries</div>
</div>
<div class="card text-center">
<div class="stat-num" id="m-cached">-</div>
<div class="stat-lbl">Cache Hits</div>
</div>
<div class="card text-center">
<div class="stat-num" id="m-uptime">-</div>
<div class="stat-lbl">Uptime (min)</div>
</div>
</div>
</section>
<!-- Charts row -->
<section class="grid grid-cols-1 md:grid-cols-3 gap-6 fade-in">
<!-- Mode distribution -->
<div class="card">
<div class="section-title">Query Mode Distribution</div>
<div class="flex justify-center">
<canvas id="modeChart" width="220" height="220"></canvas>
</div>
</div>
<!-- Latency chart -->
<div class="card">
<div class="section-title">Recent Query Latencies (ms)</div>
<canvas id="latencyChart" height="220"></canvas>
</div>
<!-- Similarity chart -->
<div class="card">
<div class="section-title">Retrieval Similarity Scores</div>
<canvas id="simChart" height="220"></canvas>
</div>
</section>
<!-- Architecture -->
<section class="fade-in">
<div class="section-title flex items-center gap-2">
<span class="material-symbols-outlined text-sm">account_tree</span>
System Architecture
</div>
<div class="card overflow-x-auto">
<div class="flex flex-col items-center gap-1 min-w-max mx-auto py-2 text-[10px]">
<!-- Row 1 -->
<div class="arch-node text-tertiary font-bold">User Query</div>
<div class="arch-arrow">↓</div>
<!-- Retrieval row -->
<div class="flex items-center gap-2">
<div class="arch-node">
<div class="text-tertiary font-bold mb-1">Local Retrieval</div>
<div class="text-on-surface-variant">ChromaDB · all-MiniLM-L6</div>
<div class="text-on-surface-variant">10,681 chunks · 19 papers</div>
</div>
<div class="arch-arrow">↔</div>
<div class="arch-node">
<div class="text-green-400 font-bold mb-1">Web Fallback</div>
<div class="text-on-surface-variant">DuckDuckGo (primary)</div>
<div class="text-on-surface-variant">Tavily (fallback)</div>
</div>
</div>
<div class="text-[9px] text-on-surface-variant">sim < 0.55 OR recency keywords → web triggered | BM25+vector hybrid + cross-encoder reranking</div>
<div class="arch-arrow">↓</div>
<!-- Debate row -->
<div class="arch-node border-tertiary/50 w-full max-w-xl">
<div class="text-tertiary font-bold mb-2">Multi-Agent Swarm Debate</div>
<div class="grid grid-cols-4 gap-2 text-[9px]">
<div class="text-center p-1 border border-red-900 bg-red-950/20">
<div class="text-red-400 font-bold">Alpha</div>
<div class="text-on-surface-variant">llama-3.3-70b-versatile</div>
<div class="text-on-surface-variant">Skeptic</div>
</div>
<div class="text-center p-1 border border-yellow-900 bg-yellow-950/20">
<div class="text-yellow-400 font-bold">Beta</div>
<div class="text-on-surface-variant">gpt-oss-120b</div>
<div class="text-on-surface-variant">Reasoner</div>
</div>
<div class="text-center p-1 border border-green-900 bg-green-950/20">
<div class="text-green-400 font-bold">Gamma</div>
<div class="text-on-surface-variant">qwen3.6-27b</div>
<div class="text-on-surface-variant">Connector</div>
</div>
</div>
<div class="text-[9px] text-on-surface-variant mt-2">Round 1: parallel independent answers · Rounds 2-5: sequential (full transcript) · convergence check</div>
</div>
<div class="arch-arrow">↓</div>
<!-- Synthesis -->
<div class="arch-node border-blue-900/50 bg-blue-950/10">
<div class="text-tertiary font-bold">Epsilon - Synthesizer</div>
<div class="text-on-surface-variant text-[9px]">gpt-oss-20b via Groq · reconciles debate → final answer with citations + LaTeX</div>
</div>
<div class="arch-arrow">↓</div>
<!-- Fact-check -->
<div class="arch-node border-orange-900/50 bg-orange-950/10">
<div class="text-orange-400 font-bold">Zeta - Fact-Checker</div>
<div class="text-on-surface-variant text-[9px]">llama-3.1-8b-instant via Groq · verifies citations against source excerpts · flags [UNVERIFIED]</div>
</div>
<div class="arch-arrow">↓</div>
<!-- Citation enrichment -->
<div class="arch-node">
<div class="font-bold mb-1">Citation Enrichment</div>
<div class="flex gap-3 text-[9px] text-on-surface-variant">
<span>Semantic Scholar API</span>
<span>arXiv API</span>
<span>OpenAlex API</span>
<span>PubMed E-utils</span>
</div>
</div>
<div class="arch-arrow">↓</div>
<div class="arch-node text-tertiary font-bold">Final Answer + Sources + Debate Transcript</div>
</div>
</div>
</section>
<!-- Agent roster -->
<section class="fade-in">
<div class="section-title flex items-center gap-2">
<span class="material-symbols-outlined text-sm">groups</span>
Agent Roster
</div>
<div class="grid grid-cols-1 md:grid-cols-2 gap-3">
<div class="agent-card border-red-500">
<div class="flex justify-between items-start mb-1">
<span class="text-red-400 font-bold text-sm">Alpha - Skeptic</span>
<span class="text-[9px] text-on-surface-variant">cerebras</span>
</div>
<div class="text-[10px] text-on-surface-variant mb-1">llama-3.3-70b-versatile</div>
<div class="text-[10px] text-on-surface-variant">Challenges every claim aggressively. Demands evidence. Points out what is NOT in the sources.</div>
</div>
<div class="agent-card border-yellow-500">
<div class="flex justify-between items-start mb-1">
<span class="text-yellow-400 font-bold text-sm">Beta - Reasoner</span>
<span class="text-[9px] text-on-surface-variant">together</span>
</div>
<div class="text-[10px] text-on-surface-variant mb-1">gpt-oss-120b</div>
<div class="text-[10px] text-on-surface-variant">Accepts only what is explicitly stated with proper reasoning. Rejects all inferences and extrapolations..</div>
</div>
<div class="agent-card border-green-500">
<div class="flex justify-between items-start mb-1">
<span class="text-green-400 font-bold text-sm">Gamma - Connector</span>
<span class="text-[9px] text-on-surface-variant">featherless-ai</span>
</div>
<div class="text-[10px] text-on-surface-variant mb-1">qwen3.6-27b</div>
<div class="text-[10px] text-on-surface-variant">Finds non-obvious connections between sources. Thinks laterally across papers.</div>
</div>
<div class="agent-card border-blue-500 md:col-span-2">
<div class="flex justify-between items-start mb-1">
<span class="text-tertiary font-bold text-sm">Epsilon - Synthesizer</span>
<span class="text-[9px] text-on-surface-variant">groq</span>
</div>
<div class="text-[10px] text-on-surface-variant mb-1">openai/gpt-oss-20b · Reconciles debate → final answer with citations</div>
<div class="text-[10px] text-on-surface-variant">Reconciles all agent arguments. Identifies consensus. Produces final authoritative answer with citations and confidence rating.</div>
</div>
<div class="agent-card border-orange-500 md:col-span-2">
<div class="flex justify-between items-start mb-1">
<span class="text-orange-400 font-bold text-sm">Zeta - Citation-Auditor</span>
<span class="text-[9px] text-on-surface-variant">groq</span>
</div>
<div class="text-[10px] text-on-surface-variant mb-1">llama-3.1-8b-instant · Verifies citations against source excerpts</div>
<div class="text-[10px] text-on-surface-variant">Post-synthesis verification pass. Checks every [Source: ...] citation against the original excerpts. Flags unsupported claims as [UNVERIFIED].</div>
</div>
</div>
</section>
<!-- Corpus stats -->
<section class="fade-in">
<div class="section-title flex items-center gap-2">
<span class="material-symbols-outlined text-sm">database</span>
Corpus
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<div class="grid grid-cols-2 md:grid-cols-4 gap-4 mb-4">
<div class="text-center">
<div class="stat-num" id="c-chunks">-</div>
<div class="stat-lbl">Chunks</div>
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<div class="text-center">
<div class="stat-num" id="c-papers">-</div>
<div class="stat-lbl">Papers</div>
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<div class="text-center">
<div class="stat-num text-green-400">0.55</div>
<div class="stat-lbl">Fallback Threshold</div>
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<div class="text-center">
<div class="stat-num text-green-400" id="c-status">-</div>
<div class="stat-lbl">Corpus Status</div>
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