Add scripts for inspecting LLM summaries and testing misleading comments

- Implement `inspect_llm_summaries.py` to display LLM-generated summaries from the semantic_chunks table in the database.
- Create `show_llm_analysis.py` to demonstrate LLM analysis of misleading code examples, highlighting discrepancies between comments and actual functionality.
- Develop `test_misleading_comments.py` to compare pure vector search with LLM-enhanced search, focusing on the impact of misleading or missing comments on search results.
- Introduce `test_llm_enhanced_search.py` to provide a test suite for evaluating the effectiveness of LLM-enhanced vector search against pure vector search.
- Ensure all new scripts are integrated with the existing codebase and follow the established coding standards.
This commit is contained in:
catlog22
2025-12-16 20:29:28 +08:00
parent df23975a0b
commit d21066c282
14 changed files with 3170 additions and 57 deletions

View File

@@ -2,7 +2,187 @@
MCP MANAGER - ORANGE THEME ENHANCEMENTS
========================================== */
/* MCP CLI Mode Toggle - Orange for Codex */
/* ==========================================
BASIC BUTTON STYLES
========================================== */
/* Primary buttons (blue) */
.bg-primary {
background-color: hsl(221.2, 83.2%, 53.3%);
color: white;
}
.bg-primary:hover {
background-color: hsl(221.2, 83.2%, 45%);
}
.dark .bg-primary {
background-color: hsl(217.2, 91.2%, 59.8%);
}
.dark .bg-primary:hover {
background-color: hsl(217.2, 91.2%, 65%);
}
/* Success buttons (green) */
.bg-success {
background-color: hsl(142.1, 76.2%, 36.3%);
color: white;
}
.bg-success:hover {
background-color: hsl(142.1, 76.2%, 30%);
}
.dark .bg-success {
background-color: hsl(142.1, 70.6%, 45.3%);
}
.dark .bg-success:hover {
background-color: hsl(142.1, 70.6%, 50%);
}
/* Destructive buttons (red) */
.bg-destructive {
background-color: hsl(0, 84.2%, 60.2%);
color: white;
}
.bg-destructive:hover {
background-color: hsl(0, 84.2%, 50%);
}
.dark .bg-destructive {
background-color: hsl(0, 62.8%, 30.6%);
}
.dark .bg-destructive:hover {
background-color: hsl(0, 62.8%, 40%);
}
/* Secondary buttons (gray) */
.bg-secondary {
background-color: hsl(210, 40%, 96.1%);
color: hsl(222.2, 47.4%, 11.2%);
}
.bg-secondary:hover {
background-color: hsl(210, 40%, 90%);
}
.dark .bg-secondary {
background-color: hsl(217.2, 32.6%, 17.5%);
color: hsl(210, 40%, 98%);
}
.dark .bg-secondary:hover {
background-color: hsl(217.2, 32.6%, 22%);
}
/* Muted/Ghost buttons */
.bg-muted {
background-color: hsl(210, 40%, 96.1%);
color: hsl(215.4, 16.3%, 46.9%);
}
.bg-muted:hover {
background-color: hsl(210, 40%, 90%);
}
.dark .bg-muted {
background-color: hsl(217.2, 32.6%, 17.5%);
color: hsl(215, 20.2%, 65.1%);
}
.dark .bg-muted:hover {
background-color: hsl(217.2, 32.6%, 22%);
}
/* Button base styles */
button {
cursor: pointer;
transition: all 0.2s ease;
border: none;
border-radius: 0.375rem;
padding: 0.5rem 1rem;
font-weight: 500;
font-size: 0.875rem;
}
button:disabled {
opacity: 0.5;
cursor: not-allowed;
}
button:focus-visible {
outline: 2px solid hsl(221.2, 83.2%, 53.3%);
outline-offset: 2px;
}
/* Icon buttons */
button.icon-btn {
padding: 0.5rem;
display: inline-flex;
align-items: center;
justify-content: center;
min-width: 2rem;
min-height: 2rem;
}
/* ==========================================
CLAUDE (ORANGE) & CODEX (GREEN) THEMES
========================================== */
/* Claude Orange Colors */
.text-claude {
color: #f97316;
}
.bg-claude {
background-color: #f97316;
color: white;
}
.bg-claude:hover {
background-color: #ea580c;
}
.border-claude {
border-color: #f97316;
}
/* Codex Green Colors */
.text-codex {
color: #22c55e;
}
.bg-codex {
background-color: #22c55e;
color: white;
}
.bg-codex:hover {
background-color: #16a34a;
}
.border-codex {
border-color: #22c55e;
}
/* Dark mode adjustments */
.dark .text-claude {
color: #fb923c;
}
.dark .text-codex {
color: #4ade80;
}
/* ==========================================
ORANGE THEME ENHANCEMENTS (CLAUDE)
========================================== */
/* MCP CLI Mode Toggle - Orange for Claude */
.mcp-cli-toggle .cli-mode-btn {
position: relative;
overflow: hidden;
@@ -373,3 +553,186 @@
.mcp-section .flex.items-center.gap-3 button:hover::before {
transform: translateX(100%);
}
/* ==========================================
GREEN THEME ENHANCEMENTS (CODEX)
========================================== */
/* Codex green colors palette */
.bg-green-500 {
background-color: #22c55e;
}
.text-green-500 {
color: #22c55e;
}
.text-green-600 {
color: #16a34a;
}
.text-green-700 {
color: #15803d;
}
.text-green-800 {
color: #166534;
}
.bg-green-50 {
background-color: #f0fdf4;
}
.bg-green-100 {
background-color: #dcfce7;
}
.border-green-200 {
border-color: #bbf7d0;
}
.border-green-500\/20 {
border-color: rgba(34, 197, 94, 0.2);
}
.border-green-500\/30 {
border-color: rgba(34, 197, 94, 0.3);
}
.border-green-800 {
border-color: #166534;
}
/* Dark mode green colors */
.dark .bg-green-50 {
background-color: rgba(34, 197, 94, 0.05);
}
.dark .bg-green-100 {
background-color: rgba(34, 197, 94, 0.1);
}
.dark .bg-green-900\/30 {
background-color: rgba(20, 83, 45, 0.3);
}
.dark .text-green-200 {
color: #bbf7d0;
}
.dark .text-green-300 {
color: #86efac;
}
.dark .text-green-400 {
color: #4ade80;
}
.dark .border-green-800 {
border-color: #166534;
}
.dark .border-green-950\/30 {
background-color: rgba(5, 46, 22, 0.3);
}
/* Codex MCP Server Cards - Green Borders */
.mcp-server-card[data-cli-type="codex-green"] {
border-left: 3px solid #22c55e;
transition: all 0.3s ease;
}
.mcp-server-card[data-cli-type="codex-green"]:hover {
border-left-width: 4px;
box-shadow: 0 4px 16px rgba(34, 197, 94, 0.15);
}
/* Toggle switches - Green for Codex */
.mcp-toggle input:checked + div.peer-checked\:bg-green-500 {
background: #22c55e;
}
/* Installation buttons - Enhanced Green */
.bg-green-500:hover {
background-color: #16a34a;
box-shadow: 0 4px 12px rgba(34, 197, 94, 0.3);
}
/* Info panels - Green accent */
.bg-green-50.dark\:bg-green-950\/30 {
border-left: 3px solid #22c55e;
}
/* Codex section headers - Green gradient */
.text-green-500 svg {
filter: drop-shadow(0 2px 4px rgba(34, 197, 94, 0.3));
}
.mcp-section h3.text-green-500 {
background: linear-gradient(90deg, #22c55e 0%, #16a34a 100%);
-webkit-background-clip: text;
-webkit-text-fill-color: transparent;
background-clip: text;
font-weight: 700;
}
/* Animated pulse for Codex servers */
.border-green-500\/30 {
animation: greenPulse 2s ease-in-out infinite;
}
@keyframes greenPulse {
0%, 100% {
border-color: rgba(34, 197, 94, 0.3);
box-shadow: 0 0 0 0 rgba(34, 197, 94, 0);
}
50% {
border-color: rgba(34, 197, 94, 0.6);
box-shadow: 0 0 0 4px rgba(34, 197, 94, 0.1);
}
}
/* Green button hover effects */
.bg-green-500.rounded-lg {
position: relative;
overflow: hidden;
}
.bg-green-500.rounded-lg::after {
content: '';
position: absolute;
top: 50%;
left: 50%;
width: 0;
height: 0;
border-radius: 50%;
background: rgba(255, 255, 255, 0.3);
transform: translate(-50%, -50%);
transition: width 0.3s, height 0.3s;
}
.bg-green-500.rounded-lg:active::after {
width: 200px;
height: 200px;
}
/* Green-themed success badges */
.bg-green-100 {
font-weight: 600;
text-transform: uppercase;
letter-spacing: 0.05em;
}
/* Loading states with green */
@keyframes greenGlow {
0%, 100% {
box-shadow: 0 0 10px rgba(34, 197, 94, 0.3);
}
50% {
box-shadow: 0 0 20px rgba(34, 197, 94, 0.6);
}
}
.loading-green {
animation: greenGlow 1.5s ease-in-out infinite;
}