delorex/test-repo
2
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

feat: save current work to dev branch

Browse Source
This commit is contained in:
sanbuphy
2026-01-15 20:10:19 +08:00
parent c9e7ece75d
commit c8567ce23f
76 changed files with 28352 additions and 6 deletions
Download Patch File Download Diff File Expand all files Collapse all files
docs/.vitepress/theme/components/appendix/context-engineering/RAGPipelineDemo.vue
+266
View File
@@ -0,0 +1,266 @@
<template>
<div class="rag-pipeline-demo">
<div class="pipeline-title">🔄 RAG (检索增强生成) 工作流程</div>
<div class="pipeline-flow">
<!-- Step 1: Query -->
<div class="flow-step">
<div class="step-number">1</div>
<div class="step-content">
<div class="step-icon">❓</div>
<div class="step-title">用户提问</div>
<div class="step-desc">"什么是 RAG？"</div>
</div>
</div>
<div class="flow-arrow">→</div>
<!-- Step 2: Retrieve -->
<div class="flow-step">
<div class="step-number">2</div>
<div class="step-content">
<div class="step-icon">🔍</div>
<div class="step-title">检索相关文档</div>
<div class="step-desc">从知识库找到最相关的 3-5 篇文章</div>
</div>
</div>
<div class="flow-arrow">→</div>
<!-- Step 3: Augment -->
<div class="flow-step">
<div class="step-number">3</div>
<div class="step-content">
<div class="step-icon">📝</div>
<div class="step-title">增强提示词</div>
<div class="step-desc">将文档内容插入到提示词中</div>
</div>
</div>
<div class="flow-arrow">→</div>
<!-- Step 4: Generate -->
<div class="flow-step highlight">
<div class="step-number">4</div>
<div class="step-content">
<div class="step-icon">🤖</div>
<div class="step-title">生成回答</div>
<div class="step-desc">基于检索到的信息生成答案</div>
</div>
</div>
</div>
<div class="example">
<div class="example-header">📄 增强后的提示词示例</div>
<div class="example-content">
<div class="example-section">
<span class="section-label">系统提示：</span>
<span class="section-text">你是一个技术助手。</span>
</div>
<div class="example-section">
<span class="section-label">检索到的文档：</span>
<div class="retrieved-docs">
<div class="doc-item">📄 Doc 1: "RAG 是一种结合检索和生成的技术..."</div>
<div class="doc-item">📄 Doc 2: "RAG 的优势是减少幻觉、提高准确性..."</div>
<div class="doc-item">📄 Doc 3: "常见的 RAG 框架包括 LangChain..."</div>
</div>
</div>
<div class="example-section">
<span class="section-label">用户问题：</span>
<span class="section-text">什么是 RAG？</span>
</div>
</div>
</div>
<div class="benefits">
<div class="benefit-item">
<span class="benefit-icon">✅</span>
<span><strong>减少幻觉</strong>：基于真实文档回答，不瞎编</span>
</div>
<div class="benefit-item">
<span class="benefit-icon">📚</span>
<span><strong>知识更新</strong>：无需重新训练，只需更新文档库</span>
</div>
<div class="benefit-item">
<span class="benefit-icon">🎯</span>
<span><strong>答案可溯源</strong>：可以知道答案来自哪篇文档</span>
</div>
<div class="benefit-item">
<span class="benefit-icon">💰</span>
<span><strong>降低成本</strong>：不需要频繁微调模型</span>
</div>
</div>
</div>
</template>
<style scoped>
.rag-pipeline-demo {
border: 1px solid var(--vp-c-divider);
border-radius: 8px;
padding: 20px;
background: var(--vp-c-bg-soft);
margin: 20px 0;
}
.pipeline-title {
font-size: 1.2rem;
font-weight: bold;
color: var(--vp-c-text-1);
margin-bottom: 20px;
text-align: center;
}
.pipeline-flow {
display: flex;
align-items: center;
justify-content: center;
gap: 10px;
margin-bottom: 25px;
flex-wrap: wrap;
}
.flow-step {
display: flex;
flex-direction: column;
align-items: center;
gap: 10px;
flex: 1;
min-width: 120px;
}
.step-number {
width: 32px;
height: 32px;
border-radius: 50%;
background: var(--vp-c-bg-mute);
color: var(--vp-c-text-1);
display: flex;
align-items: center;
justify-content: center;
font-weight: bold;
font-size: 0.9rem;
}
.flow-step.highlight .step-number {
background: var(--vp-c-brand);
color: white;
}
.step-content {
background: var(--vp-c-bg);
border: 1px solid var(--vp-c-divider);
border-radius: 6px;
padding: 12px;
text-align: center;
width: 100%;
}
.flow-step.highlight .step-content {
border-color: var(--vp-c-brand);
background: rgba(var(--vp-c-brand-rgb), 0.1);
}
.step-icon {
font-size: 1.5rem;
margin-bottom: 5px;
}
.step-title {
font-size: 0.85rem;
color: var(--vp-c-text-1);
font-weight: bold;
margin-bottom: 5px;
}
.step-desc {
font-size: 0.75rem;
color: var(--vp-c-text-3);
line-height: 1.4;
}
.flow-arrow {
font-size: 1.5rem;
color: var(--vp-c-text-3);
}
.example {
background: var(--vp-c-bg);
border-radius: 8px;
padding: 15px;
margin-bottom: 20px;
}
.example-header {
font-size: 0.9rem;
font-weight: bold;
color: var(--vp-c-text-1);
margin-bottom: 12px;
}
.example-content {
display: flex;
flex-direction: column;
gap: 10px;
}
.example-section {
font-size: 0.85rem;
}
.section-label {
color: var(--vp-c-brand);
font-weight: 600;
display: block;
margin-bottom: 5px;
}
.section-text {
color: var(--vp-c-text-2);
}
.retrieved-docs {
background: var(--vp-c-bg-soft);
border-radius: 4px;
padding: 10px;
display: flex;
flex-direction: column;
gap: 6px;
}
.doc-item {
font-size: 0.8rem;
color: var(--vp-c-text-3);
padding: 6px;
background: var(--vp-c-bg);
border-radius: 3px;
border-left: 3px solid #fbbf24;
}
.benefits {
display: grid;
grid-template-columns: repeat(2, 1fr);
gap: 10px;
}
@media (max-width: 768px) {
.benefits {
grid-template-columns: 1fr;
}
}
.benefit-item {
display: flex;
align-items: flex-start;
gap: 10px;
background: var(--vp-c-bg);
padding: 12px;
border-radius: 6px;
font-size: 0.9rem;
color: var(--vp-c-text-2);
line-height: 1.5;
}
.benefit-icon {
font-size: 1.3rem;
}
</style>