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fix: replace internal runtime terms in visible UI
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ogt
2026-06-25 12:48:23 +08:00
parent 9618cf237f
commit deb771d6f7
15 changed files with 96 additions and 55 deletions
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templates/admin/agent_orchestration.html
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@@ -1,6 +1,6 @@
{% extends "ewoooc_base.html" %}
{% block title %}Agent 指揮矩陣{% endblock %}
{% block title %}AI 分工指揮台{% endblock %}
{% block ewooo_content %}
<style>
@@ -9,12 +9,12 @@
</style>
<div class="container-fluid mt-3">
<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">確認 AI 分工、Ollama 占比、RAG 命中與 MCP 編排是否支撐業績決策。</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 %}">${{ "%.2f"|format(overall.total_cost) }}</span><small class="text-muted">{{ "{:,}".format(overall.paid_calls) }} 次付費呼叫</small></div><div class="agent-signal"><div class="agent-label">RAG 命中率</div><span class="agent-value status-blue">{{ "%.0f"|format(overall.rag_rate) }}%</span><small class="text-muted">{{ "{:,}".format(overall.rag_hits) }} 次命中</small></div></div>{% endif %}</section>
<section class="agent-hero"><div class="agent-kicker"><i class="fas fa-network-wired me-1"></i> AI 分工指揮台 · {{ hours }} 小時視窗</div><h1 class="agent-title">AI 分工指揮台</h1><p class="agent-subtitle">確認 AI 分工、Ollama 占比、知識命中與 MCP 編排是否支撐業績決策。</p><form method="get" class="agent-filter"><select name="hours" class="form-select form-select-sm" onchange="this.form.submit()">{% for h in [1,6,24,72,168] %}<option value="{{ h }}" {% if hours == h %}selected{% endif %}>{% if h < 24 %}過去 {{ h }} 小時{% else %}過去 {{ h//24 }} 天{% endif %}</option>{% endfor %}</select></form>{% if overall %}<div class="agent-command"><div class="agent-signal"><div class="agent-label">呼叫總量</div><span class="agent-value">{{ "{:,}".format(overall.total_calls) }}</span><small class="text-muted">{{ "{:,}".format(overall.total_tokens) }} 用量</small></div><div class="agent-signal"><div class="agent-label">Ollama 占比</div><span class="agent-value status-good">{{ "%.0f"|format(overall.local_pct) }}%</span><small class="text-muted">{{ "{:,}".format(overall.local_calls) }} 次本地呼叫</small></div><div class="agent-signal"><div class="agent-label">付費成本</div><span class="agent-value {% if overall.total_cost > 0 %}status-warn{% else %}status-good{% endif %}">${{ "%.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">知識命中率</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>
{% if error %}<div class="alert alert-warning mt-3"><strong><i class="fas fa-triangle-exclamation me-1"></i></strong>{{ error }}</div>{% endif %}
<section class="agent-grid">
<div class="agent-stack">
<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>
<article class="agent-table-shell"><div class="agent-table-title"><div><div class="agent-label">AI 分工矩陣</div><h3>模型、工具與知識命中矩陣</h3></div></div><div class="table-responsive"><table class="table mb-0"><thead class="table-light"><tr><th>分工</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) }} 用量</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>
</div>
<aside class="agent-stack">
<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>
@@ -22,7 +22,7 @@
</section>
{% 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 %}
{% 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">${{ "%.4f"|format(m.cost) }}</td></tr>{% endfor %}</tbody></table></div></section>{% endif %}
<p class="text-muted mt-3"><small><i class="fas fa-robot me-1"></i>Ollama 優先策略 v5.0 — Agent 指揮矩陣</small></p>
{% if mcp_matrix %}<section class="agent-table-shell"><div class="agent-table-title"><div><div class="agent-label">工具服務明細</div><h3>工具服務 × 呼叫端工作量</h3></div></div><div class="table-responsive"><table class="table table-sm mb-0"><thead class="table-light"><tr><th>工具服務</th><th>呼叫端</th><th class="text-end">工具呼叫</th><th class="text-end">快取</th><th class="text-end">快取率</th><th class="text-end">成本</th></tr></thead><tbody>{% for m in mcp_matrix %}<tr><td><code>{{ m.server }}</code></td><td><code>{{ m.caller }}</code></td><td class="text-end">{{ "{:,}".format(m.calls) }}</td><td class="text-end">{{ m.cache_hits }}</td><td class="text-end"><span class="{% if m.cache_rate >= 50 %}status-good{% elif m.cache_rate >= 20 %}status-warn{% endif %}">{{ "%.0f"|format(m.cache_rate) }}%</span></td><td class="text-end">${{ "%.4f"|format(m.cost) }}</td></tr>{% endfor %}</tbody></table></div></section>{% endif %}
<p class="text-muted mt-3"><small><i class="fas fa-robot me-1"></i>Ollama 優先策略 — AI 分工指揮台</small></p>
</div>
{% endblock %}