Phase 5: 知识推理与问答增强

- 新增 knowledge_reasoner.py 推理引擎
- 支持因果/对比/时序/关联四种推理类型
- 智能项目总结 API (全面/高管/技术/风险)
- 实体关联路径发现功能
- 前端推理面板 UI 和交互
- 更新 API 端点和健康检查

Refs: Phase 5 开发任务
This commit is contained in:
OpenClaw Bot
2026-02-19 18:07:00 +08:00
parent cfdf37fc31
commit 9dd54b3a38
13 changed files with 1286 additions and 11 deletions

View File

@@ -1020,6 +1020,237 @@
.timeline-legend-dot.mention { background: #7b2cbf; }
.timeline-legend-dot.relation { background: #00d4ff; }
/* Phase 5: Reasoning Panel */
.reasoning-panel {
display: none;
flex-direction: column;
width: 100%;
height: 100%;
padding: 24px;
overflow-y: auto;
}
.reasoning-panel.active {
display: flex;
}
.reasoning-header {
margin-bottom: 24px;
}
.reasoning-header h2 {
font-size: 1.5rem;
margin-bottom: 8px;
}
.reasoning-types {
display: flex;
gap: 12px;
margin-bottom: 24px;
flex-wrap: wrap;
}
.reasoning-type-btn {
padding: 10px 20px;
background: #141414;
border: 1px solid #222;
border-radius: 8px;
color: #888;
cursor: pointer;
transition: all 0.2s;
font-size: 0.9rem;
}
.reasoning-type-btn:hover, .reasoning-type-btn.active {
border-color: #00d4ff;
color: #00d4ff;
background: #00d4ff11;
}
.reasoning-query-box {
background: #141414;
border: 1px solid #222;
border-radius: 12px;
padding: 20px;
margin-bottom: 24px;
}
.reasoning-input {
width: 100%;
background: transparent;
border: none;
color: #e0e0e0;
font-size: 1rem;
resize: none;
outline: none;
min-height: 60px;
font-family: inherit;
}
.reasoning-input::placeholder {
color: #666;
}
.reasoning-actions {
display: flex;
justify-content: space-between;
align-items: center;
margin-top: 12px;
padding-top: 12px;
border-top: 1px solid #222;
}
.reasoning-options {
display: flex;
gap: 16px;
align-items: center;
}
.reasoning-option {
display: flex;
align-items: center;
gap: 6px;
font-size: 0.85rem;
color: #888;
}
.reasoning-option select {
background: #1a1a1a;
border: 1px solid #333;
color: #e0e0e0;
padding: 4px 8px;
border-radius: 4px;
}
.reasoning-result {
background: #141414;
border: 1px solid #222;
border-radius: 12px;
padding: 24px;
margin-bottom: 16px;
}
.reasoning-result-header {
display: flex;
justify-content: space-between;
align-items: center;
margin-bottom: 16px;
padding-bottom: 16px;
border-bottom: 1px solid #222;
}
.reasoning-result-type {
display: flex;
align-items: center;
gap: 8px;
font-size: 0.9rem;
color: #00d4ff;
}
.reasoning-confidence {
padding: 4px 12px;
background: #00d4ff22;
border-radius: 20px;
font-size: 0.8rem;
color: #00d4ff;
}
.reasoning-answer {
line-height: 1.8;
color: #e0e0e0;
font-size: 1rem;
margin-bottom: 20px;
}
.reasoning-evidence {
background: #0a0a0a;
border-radius: 8px;
padding: 16px;
margin-top: 16px;
}
.reasoning-evidence h4 {
font-size: 0.85rem;
color: #888;
margin-bottom: 12px;
}
.evidence-item {
padding: 10px 12px;
background: #141414;
border-radius: 6px;
margin-bottom: 8px;
font-size: 0.85rem;
color: #aaa;
border-left: 3px solid #00d4ff;
}
.reasoning-gaps {
margin-top: 16px;
padding: 12px;
background: #ff6b6b11;
border: 1px solid #ff6b6b33;
border-radius: 8px;
}
.reasoning-gaps h4 {
font-size: 0.85rem;
color: #ff6b6b;
margin-bottom: 8px;
}
.reasoning-gaps ul {
margin: 0;
padding-left: 20px;
font-size: 0.85rem;
color: #aaa;
}
.reasoning-summary-cards {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(300px, 1fr));
gap: 16px;
margin-bottom: 24px;
}
.summary-card {
background: #141414;
border: 1px solid #222;
border-radius: 12px;
padding: 20px;
cursor: pointer;
transition: all 0.2s;
}
.summary-card:hover {
border-color: #00d4ff;
background: #1a1a1a;
}
.summary-card h4 {
color: #00d4ff;
font-size: 0.9rem;
margin-bottom: 8px;
}
.summary-card p {
color: #888;
font-size: 0.85rem;
}
.inference-paths {
background: #141414;
border: 1px solid #222;
border-radius: 12px;
padding: 20px;
margin-bottom: 16px;
}
.inference-path {
padding: 16px;
background: #0a0a0a;
border-radius: 8px;
margin-bottom: 12px;
}
.inference-path-header {
display: flex;
justify-content: space-between;
align-items: center;
margin-bottom: 12px;
}
.path-strength {
padding: 4px 10px;
background: #7b2cbf33;
border-radius: 20px;
font-size: 0.8rem;
color: #7b2cbf;
}
.path-visual {
display: flex;
align-items: center;
gap: 8px;
flex-wrap: wrap;
font-size: 0.9rem;
}
.path-node {
padding: 6px 12px;
background: #1a1a1a;
border-radius: 6px;
color: #e0e0e0;
}
.path-arrow {
color: #00d4ff;
}
/* Typing indicator */
.typing-indicator {
display: flex;
@@ -1058,6 +1289,7 @@
<button class="sidebar-btn active" onclick="switchView('workbench')" title="工作台">📝</button>
<button class="sidebar-btn" onclick="switchView('knowledge-base')" title="知识库">📚</button>
<button class="sidebar-btn" onclick="switchView('timeline')" title="时间线">📅</button>
<button class="sidebar-btn" onclick="switchView('reasoning')" title="智能推理">🧠</button>
</div>
<!-- Content Area -->
@@ -1175,6 +1407,9 @@
</div>
</div>
</div>
<!-- Knowledge Base View -->
<div id="knowledgeBaseView" class="kb-panel" style="display: none;">
<div class="kb-header">
<h2>📚 项目知识库</h2>
<div class="kb-stats">
@@ -1230,6 +1465,70 @@
</div>
</div>
</div>
<!-- Reasoning View -->
<div id="reasoningView" class="reasoning-panel">
<div class="reasoning-header">
<h2>🧠 智能推理与问答</h2>
<p style="color:#888;">基于知识图谱的深度推理分析</p>
</div>
<div class="reasoning-summary-cards">
<div class="summary-card" onclick="generateSummary('comprehensive')">
<h4>📋 全面总结</h4>
<p>生成项目的完整概览和关键洞察</p>
</div>
<div class="summary-card" onclick="generateSummary('executive')">
<h4>💼 高管摘要</h4>
<p>关注关键决策、风险和行动项</p>
</div>
<div class="summary-card" onclick="generateSummary('technical')">
<h4>⚙️ 技术总结</h4>
<p>分析技术架构、依赖和实现细节</p>
</div>
<div class="summary-card" onclick="generateSummary('risk')">
<h4>⚠️ 风险分析</h4>
<p>识别潜在风险、依赖和缓解建议</p>
</div>
</div>
<div class="reasoning-query-box">
<textarea
class="reasoning-input"
id="reasoningInput"
placeholder="输入你的问题,例如:
• 为什么项目延期了?(因果推理)
• 前端和后端技术栈有什么区别?(对比推理)
• 项目进度如何随时间变化?(时序推理)
• 哪些实体之间存在隐含关联?(关联推理)"
></textarea>
<div class="reasoning-actions">
<div class="reasoning-options">
<div class="reasoning-option">
<label>推理深度:</label>
<select id="reasoningDepth">
<option value="shallow">浅层</option>
<option value="medium" selected>中等</option>
<option value="deep">深度</option>
</select>
</div>
</div>
<div style="display:flex;gap:12px;">
<button class="btn btn-secondary" onclick="clearReasoningResult()">清除</button>
<button class="btn" onclick="submitReasoningQuery()">开始推理</button>
</div>
</div>
</div>
<div id="reasoningResults"></div>
<div class="inference-paths" id="inferencePathsSection" style="display:none;">
<h3 style="margin-bottom:16px;">🔗 实体关联路径</h3>
<div id="inferencePathsList"></div>
</div>
</div>
</div>
</div>