29 lines
10 KiB
HTML
29 lines
10 KiB
HTML
{% extends "ewoooc_base.html" %}
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{% block title %}Agent 指揮矩陣{% endblock %}
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{% block ewooo_content %}
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<style>
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.agent-hero,.agent-panel,.agent-table-shell{border:1px solid var(--obs-line);border-radius:26px;background:var(--obs-card);box-shadow:0 16px 38px rgba(70,46,28,.08)}
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.agent-hero{padding:clamp(1.2rem,2.4vw,2rem);background:radial-gradient(circle at 12% 14%,rgba(201,100,66,.18),transparent 24rem),radial-gradient(circle at 88% 8%,rgba(79,111,143,.14),transparent 22rem),linear-gradient(135deg,rgba(255,248,239,.98),rgba(255,255,255,.74))}.agent-kicker{color:var(--obs-accent);font-size:.76rem;letter-spacing:.13em;text-transform:uppercase;font-weight:850}.agent-title{margin:.45rem 0 .25rem;font-family: var(--momo-font-display, "Inter", "Noto Sans TC", system-ui, sans-serif);font-size:var(--obs-title-size);letter-spacing: 0;line-height:.98}.agent-subtitle{color:var(--obs-muted);max-width:870px;line-height:1.7}.agent-filter{display:flex;gap:.55rem;flex-wrap:wrap;margin-top:1rem;padding:.8rem;border:1px solid var(--obs-line);border-radius:20px;background:rgba(255,255,255,.58)}.agent-command{display:grid;grid-template-columns:repeat(4,minmax(0,1fr));gap:.75rem;margin-top:1rem}.agent-signal{padding:.95rem;border:1px solid var(--obs-line);border-radius:20px;background:rgba(255,255,255,.62)}.agent-label{color:var(--obs-muted);font-size:.72rem;letter-spacing:.1em;text-transform:uppercase}.agent-value{display:block;margin-top:.28rem;font-size:var(--obs-value-size);font-weight:880;letter-spacing: 0}.agent-grid{display:grid;grid-template-columns:minmax(0,1.2fr) minmax(330px,.8fr);gap:1rem;margin-top:1rem}.agent-stack{display:grid;gap:1rem}.agent-panel-head,.agent-table-title{display:flex;justify-content:space-between;align-items:flex-start;gap:1rem;padding:1.05rem 1.1rem .25rem}.agent-panel-title,.agent-table-title h3{margin:.15rem 0 0;font-size:1.1rem;font-weight:850;letter-spacing: 0}.agent-panel-body{padding:1rem 1.1rem 1.1rem}.agent-table-shell{overflow:hidden;margin-top:1rem}.agent-card{padding:.9rem;border:1px solid var(--obs-line);border-radius:20px;background:rgba(255,255,255,.58);margin-bottom:.75rem}.agent-card-top{display:flex;justify-content:space-between;gap:.8rem;align-items:start}.agent-meter{height:7px;border-radius:999px;background:rgba(86,64,48,.1);overflow:hidden;margin-top:.65rem}.agent-meter span{display:block;height:100%;background:var(--obs-accent)}.rec-card{padding:.85rem;border:1px solid var(--obs-line);border-radius:18px;background:rgba(255,255,255,.58);margin-bottom:.7rem}.status-good{color:var(--obs-green)}.status-warn{color:var(--obs-amber)}.status-bad{color:var(--obs-red)}.status-blue{color:var(--obs-blue)}@media(max-width:1100px){.agent-command{grid-template-columns:repeat(2,minmax(0,1fr))}.agent-grid{grid-template-columns:1fr}}@media(max-width:720px){.agent-command{grid-template-columns:1fr}}
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</style>
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<div class="container-fluid mt-3">
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<section class="agent-hero"><div class="agent-kicker"><i class="fas fa-network-wired me-1"></i> Agent 指揮矩陣 · {{ hours }} 小時視窗</div><h1 class="agent-title">Agent 指揮矩陣</h1><p class="agent-subtitle">這頁回答 AI 中樞如何分工：誰在用 Ollama、誰還在吃付費 LLM、哪些 Agent 有 RAG 命中、哪些工作流已經接上 MCP。這不是列表，是指揮官視角。</p><form method="get" class="agent-filter"><select name="hours" class="form-select form-select-sm" onchange="this.form.submit()">{% for h in [1,6,24,72,168] %}<option value="{{ h }}" {% if hours == h %}selected{% endif %}>{% if h < 24 %}過去 {{ h }} 小時{% else %}過去 {{ h//24 }} 天{% endif %}</option>{% endfor %}</select></form>{% if overall %}<div class="agent-command"><div class="agent-signal"><div class="agent-label">呼叫總量</div><span class="agent-value">{{ "{:,}".format(overall.total_calls) }}</span><small class="text-muted">{{ "{:,}".format(overall.total_tokens) }} 權杖</small></div><div class="agent-signal"><div class="agent-label">Ollama 占比</div><span class="agent-value status-good">{{ "%.0f"|format(overall.local_pct) }}%</span><small class="text-muted">{{ "{:,}".format(overall.local_calls) }} 次本地呼叫</small></div><div class="agent-signal"><div class="agent-label">付費成本</div><span class="agent-value {% if overall.total_cost > 0 %}status-warn{% else %}status-good{% endif %}">${{ "%.2f"|format(overall.total_cost) }}</span><small class="text-muted">{{ "{:,}".format(overall.paid_calls) }} 次付費呼叫</small></div><div class="agent-signal"><div class="agent-label">RAG 命中率</div><span class="agent-value status-blue">{{ "%.0f"|format(overall.rag_rate) }}%</span><small class="text-muted">{{ "{:,}".format(overall.rag_hits) }} 次命中</small></div></div>{% endif %}</section>
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{% if error %}<div class="alert alert-warning mt-3"><strong><i class="fas fa-triangle-exclamation me-1"></i></strong>{{ error }}</div>{% endif %}
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<section class="agent-grid">
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<div class="agent-stack">
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<article class="agent-table-shell"><div class="agent-table-title"><div><div class="agent-label">四 Agent 矩陣</div><h3>LLM × MCP × RAG 編排矩陣</h3></div></div><div class="table-responsive"><table class="table mb-0"><thead class="table-light"><tr><th>Agent</th><th class="text-end">呼叫</th><th class="text-end">成本</th><th class="text-end">Ollama</th><th class="text-end">付費</th><th class="text-end">MCP</th><th class="text-end">RAG</th><th class="text-end">錯誤</th><th class="text-end">耗時</th></tr></thead><tbody>{% for ag in agent_matrix %}<tr><td><strong>{{ ag.label }}</strong><small class="d-block text-muted">{{ ag.desc }}</small></td><td class="text-end">{% if ag.calls > 0 %}<strong>{{ "{:,}".format(ag.calls) }}</strong><small class="d-block text-muted">{{ "{:,}".format(ag.tokens) }} 權杖</small>{% else %}<small class="text-muted">—</small>{% endif %}</td><td class="text-end">{% if ag.calls > 0 %}${{ "%.2f"|format(ag.cost) }}{% else %}<small class="text-muted">—</small>{% endif %}</td><td class="text-end">{% if ag.calls > 0 %}<strong class="status-good">{{ "%.0f"|format(ag.ollama_pct) }}%</strong><small class="d-block text-muted">A {{ ag.ollama_gcp_a }} · B {{ ag.ollama_gcp_b }} · 111 {{ ag.ollama_111 }}</small>{% else %}<small class="text-muted">—</small>{% endif %}</td><td class="text-end">{% if ag.calls > 0 %}<strong class="{% if ag.paid_pct > 50 %}status-bad{% elif ag.paid_pct > 20 %}status-warn{% endif %}">{{ "%.0f"|format(ag.paid_pct) }}%</strong><small class="d-block text-muted">Gemini {{ ag.gemini }}{% if ag.other_paid %} · 其他 {{ ag.other_paid }}{% endif %}</small>{% else %}<small class="text-muted">—</small>{% endif %}</td><td class="text-end">{% if ag.calls > 0 %}<strong class="{% if ag.mcp_rate >= 30 %}status-blue{% elif ag.mcp_rate >= 10 %}status-warn{% else %}text-muted{% endif %}">{{ "%.1f"|format(ag.mcp_rate) }}%</strong><small class="d-block text-muted">{{ ag.mcp_calls }}</small>{% else %}<small class="text-muted">—</small>{% endif %}</td><td class="text-end">{% if ag.calls > 0 %}<strong class="status-blue">{{ "%.1f"|format(ag.rag_rate) }}%</strong><small class="d-block text-muted">{{ ag.rag_hits }}</small>{% else %}<small class="text-muted">—</small>{% endif %}</td><td class="text-end">{% if ag.calls > 0 %}<strong class="{% if ag.error_rate >= 15 %}status-bad{% elif ag.error_rate >= 5 %}status-warn{% else %}status-good{% endif %}">{{ "%.1f"|format(ag.error_rate) }}%</strong><small class="d-block text-muted">{{ ag.errors }}</small>{% else %}<small class="text-muted">—</small>{% endif %}</td><td class="text-end">{% if ag.calls > 0 %}{{ ag.avg_ms }} ms{% else %}<small class="text-muted">—</small>{% endif %}</td></tr>{% endfor %}</tbody></table></div></article>
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</div>
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<aside class="agent-stack">
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<article class="agent-panel"><div class="agent-panel-head"><div><div class="agent-label">分工卡片</div><h2 class="agent-panel-title">分工健康速覽</h2></div></div><div class="agent-panel-body">{% for ag in agent_matrix %}<div class="agent-card"><div class="agent-card-top"><div><strong>{{ ag.label }}</strong><small class="d-block text-muted">{{ ag.desc }}</small></div><span class="badge {% if ag.error_rate >= 15 %}bg-danger{% elif ag.calls == 0 %}bg-secondary{% else %}bg-success{% endif %}">{{ ag.calls }} 次呼叫</span></div><div class="agent-meter"><span style="width:{{ ag.ollama_pct|round|int if ag.calls > 0 else 0 }}%"></span></div><small class="text-muted">Ollama {{ "%.0f"|format(ag.ollama_pct) if ag.calls > 0 else 0 }}% · RAG {{ "%.0f"|format(ag.rag_rate) if ag.calls > 0 else 0 }}% · MCP {{ "%.0f"|format(ag.mcp_rate) if ag.calls > 0 else 0 }}%</small></div>{% endfor %}</div></article>
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</aside>
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</section>
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{% if recommendations %}<section class="agent-panel mt-3"><div class="agent-panel-head"><div><div class="agent-label">策略規則</div><h2 class="agent-panel-title">編排策略自動建議</h2></div></div><div class="agent-panel-body">{% for r in recommendations %}<div class="rec-card"><span class="badge {% if r.severity == 'high' %}bg-danger{% elif r.severity == 'med' %}bg-warning{% else %}bg-info{% endif %} me-1">{{ r.severity|upper }}</span><strong>{{ r.agent }}</strong><div class="small mt-1"><i class="fas fa-search me-1"></i><strong>發現：</strong>{{ r.finding }}</div><div class="small text-muted"><i class="fas fa-arrow-right me-1"></i><strong>建議：</strong>{{ r.suggestion }}</div></div>{% endfor %}</div></section>{% endif %}
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{% if mcp_matrix %}<section class="agent-table-shell"><div class="agent-table-title"><div><div class="agent-label">MCP 明細</div><h3>MCP 服務 × 呼叫端工作量</h3></div></div><div class="table-responsive"><table class="table table-sm mb-0"><thead class="table-light"><tr><th>MCP 服務</th><th>呼叫端</th><th class="text-end">tool 呼叫</th><th class="text-end">快取</th><th class="text-end">快取率</th><th class="text-end">成本</th></tr></thead><tbody>{% for m in mcp_matrix %}<tr><td><code>{{ m.server }}</code></td><td><code>{{ m.caller }}</code></td><td class="text-end">{{ "{:,}".format(m.calls) }}</td><td class="text-end">{{ m.cache_hits }}</td><td class="text-end"><span class="{% if m.cache_rate >= 50 %}status-good{% elif m.cache_rate >= 20 %}status-warn{% endif %}">{{ "%.0f"|format(m.cache_rate) }}%</span></td><td class="text-end">${{ "%.4f"|format(m.cost) }}</td></tr>{% endfor %}</tbody></table></div></section>{% endif %}
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<p class="text-muted mt-3"><small><i class="fas fa-robot me-1"></i>Ollama 優先策略 v5.0 — Agent 指揮矩陣</small></p>
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</div>
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{% endblock %}
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