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| <title>EpiRAG - Performance</title> | |
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| <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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| <!-- 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> | |
| </div> | |
| <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"> | |
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| </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 3.1 8B</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">Qwen 2.5 7B</div> | |
| <div class="text-on-surface-variant">Literalist</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">Zephyr 7B</div> | |
| <div class="text-on-surface-variant">Connector</div> | |
| </div> | |
| <div class="text-center p-1 border border-purple-900 bg-purple-950/20"> | |
| <div class="text-purple-400 font-bold">Delta</div> | |
| <div class="text-on-surface-variant">DeepSeek R1</div> | |
| <div class="text-on-surface-variant">Reasoner</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">meta-llama/Llama-3.1-8B-Instruct</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 - Literalist</span> | |
| <span class="text-[9px] text-on-surface-variant">together</span> | |
| </div> | |
| <div class="text-[10px] text-on-surface-variant mb-1">Qwen/Qwen2.5-7B-Instruct</div> | |
| <div class="text-[10px] text-on-surface-variant">Accepts only what is explicitly stated. 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">HuggingFaceH4/zephyr-7b-beta</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-purple-500"> | |
| <div class="flex justify-between items-start mb-1"> | |
| <span class="text-purple-400 font-bold text-sm">Delta - Deep Reasoner</span> | |
| <span class="text-[9px] text-on-surface-variant">sambanova</span> | |
| </div> | |
| <div class="text-[10px] text-on-surface-variant mb-1">deepseek-ai/DeepSeek-R1</div> | |
| <div class="text-[10px] text-on-surface-variant">Moves slowly and carefully. Checks every logical step. Flags hidden assumptions.</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 - Fact-Checker</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> | |
| </div> | |
| <div class="text-center"> | |
| <div class="stat-num" id="c-papers">-</div> | |
| <div class="stat-lbl">Papers</div> | |
| </div> | |
| <div class="text-center"> | |
| <div class="stat-num text-green-400">0.55</div> | |
| <div class="stat-lbl">Fallback Threshold</div> | |
| </div> | |
| <div class="text-center"> | |
| <div class="stat-num text-green-400" id="c-status">-</div> | |
| <div class="stat-lbl">Corpus Status</div> | |
| </div> | |
| </div> | |
| <div class="section-title mt-4">Indexed Papers</div> | |
| <div id="paper-list" class="grid grid-cols-1 md:grid-cols-2 gap-1 text-[10px] text-on-surface-variant"></div> | |
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