feat: Improve vector visualization with static assets and fixes
- Extract CSS and JavaScript into separate static files - Created nextcloud_mcp_server/auth/static/vector-viz.css - Created nextcloud_mcp_server/auth/static/vector-viz.js - Updated templates to reference external assets - Fix vector visualization issues: - Normalize vectors before PCA to match Qdrant's cosine distance - Add zero-norm and NaN detection/handling for large datasets - Enable responsive Plotly sizing (autosize + responsive config) - Widen plot area to full viewport width with minimized margins - Improve visualization accuracy: - Query point now positioned correctly relative to documents - Handles 200+ points without JSON serialization errors - Full-width plot maximizes screen space utilization 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
Chris Coutinho
@@ -1,192 +1,4 @@
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<style>
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.viz-layout {
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display: flex;
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flex-direction: column;
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gap: 16px;
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height: 100%;
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min-height: 0;
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overflow-y: auto;
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}
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.viz-card {
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background: var(--color-main-background);
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border-radius: 0;
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padding: 16px;
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box-shadow: none;
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}
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.viz-controls-card {
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flex: 0 0 auto;
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border-bottom: 1px solid var(--color-border);
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padding-bottom: 16px;
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}
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.viz-controls-grid {
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display: grid;
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grid-template-columns: repeat(auto-fit, minmax(200px, 1fr));
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gap: 12px;
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align-items: end;
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}
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@media (min-width: 768px) {
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.viz-controls-grid {
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grid-template-columns: 2fr 1.5fr 1.5fr auto auto;
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}
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}
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.viz-control-group {
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display: flex;
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flex-direction: column;
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gap: 4px;
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}
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.viz-control-group label {
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font-weight: 500;
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color: var(--color-main-text);
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font-size: 13px;
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}
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.viz-control-group input[type="text"],
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.viz-control-group input[type="number"],
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.viz-control-group select {
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width: 100%;
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padding: 7px 10px;
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border: 1px solid var(--color-border-dark);
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border-radius: var(--border-radius);
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font-size: 14px;
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background: var(--color-main-background);
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color: var(--color-main-text);
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}
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.viz-control-group input:focus,
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.viz-control-group select:focus {
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outline: none;
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border-color: var(--color-primary-element);
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}
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.viz-control-group input[type="range"] {
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width: 100%;
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}
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.viz-control-group select[multiple] {
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min-height: 100px;
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}
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.viz-weight-display {
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display: inline-block;
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min-width: 40px;
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text-align: right;
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color: #666;
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}
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.viz-btn {
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background: var(--color-primary-element);
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color: white;
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border: none;
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padding: 7px 16px;
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border-radius: var(--border-radius);
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cursor: pointer;
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font-size: 14px;
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font-weight: 500;
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white-space: nowrap;
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}
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.viz-btn:hover {
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background: #0052a3;
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}
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.viz-btn-secondary {
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background: #6c757d;
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color: white;
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border: none;
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padding: 7px 16px;
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border-radius: var(--border-radius);
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cursor: pointer;
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font-size: 14px;
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white-space: nowrap;
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}
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.viz-btn-secondary:hover {
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background: #5a6268;
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}
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.viz-card-plot {
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flex: 0 0 auto;
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display: flex;
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flex-direction: column;
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min-height: 500px;
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height: 600px;
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}
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#viz-plot-container {
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width: 100%;
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height: 100%;
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position: relative;
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overflow: visible;
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}
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#viz-plot {
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width: 100%;
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height: 100%;
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}
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.viz-loading {
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text-align: center;
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padding: 40px;
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color: #666;
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}
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.viz-loading-overlay {
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position: absolute;
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inset: 0;
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display: flex;
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align-items: center;
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justify-content: center;
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background: white;
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color: #666;
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}
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.viz-no-results {
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text-align: center;
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padding: 40px;
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color: #666;
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font-style: italic;
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}
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.viz-advanced-section {
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margin-top: 12px;
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padding: 12px;
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background: var(--color-background-hover);
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border-radius: var(--border-radius);
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border: 1px solid var(--color-border);
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}
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.viz-info-box {
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background: var(--color-primary-element-light);
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border-left: 3px solid var(--color-primary-element);
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padding: 10px 12px;
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margin-bottom: 16px;
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font-size: 13px;
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color: var(--color-main-text);
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}
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.chunk-toggle-btn {
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background: #6c757d;
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color: white;
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border: none;
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padding: 4px 10px;
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border-radius: 3px;
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cursor: pointer;
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font-size: 12px;
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margin-top: 6px;
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}
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.chunk-toggle-btn:hover {
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background: #5a6268;
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}
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.chunk-context {
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background: var(--color-background-hover);
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border: 1px solid var(--color-border);
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border-radius: var(--border-radius);
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padding: 12px;
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margin-top: 8px;
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font-family: 'SFMono-Regular', 'Consolas', 'Liberation Mono', 'Menlo', monospace;
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font-size: 13px;
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line-height: 1.6;
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white-space: pre-wrap;
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word-wrap: break-word;
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}
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.chunk-text {
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color: var(--color-text-maxcontrast);
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}
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.chunk-matched {
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background: #fff3cd;
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border: 1px solid #ffc107;
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padding: 2px 4px;
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border-radius: var(--border-radius);
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font-weight: 500;
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color: var(--color-main-text);
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}
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.chunk-ellipsis {
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color: var(--color-text-maxcontrast);
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font-style: italic;
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}
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</style>
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<link rel="stylesheet" href="/app/static/vector-viz.css">
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<div x-data="vizApp()">
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<div class="viz-layout">
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@@ -233,7 +45,7 @@
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<div class="viz-controls-grid" style="grid-template-columns: repeat(auto-fit, minmax(150px, 1fr));">
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<div class="viz-control-group">
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<label>Document Types</label>
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<div style="display: flex; flex-wrap: wrap; gap: 8px; font-size: 13px;">
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<div style="display: grid; grid-template-columns: 1fr 1fr; gap: 8px; font-size: 13px;">
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<label style="display: flex; align-items: center; cursor: pointer; font-weight: normal;">
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<input type="checkbox" x-model="docTypes" value="" style="margin-right: 4px;">
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<span>All</span>
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@@ -268,7 +80,15 @@
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<div class="viz-control-group">
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<label>Result Limit</label>
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<input type="number" x-model.number="limit" min="1" max="100" />
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<input type="number" x-model.number="limit" min="1" max="1000" />
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</div>
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<div class="viz-control-group">
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<label>Display Options</label>
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<label style="display: flex; align-items: center; cursor: pointer; font-weight: normal; margin-top: 4px;">
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<input type="checkbox" x-model="showQueryPoint" @change="updatePlot()" style="margin-right: 6px;">
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<span>Show Query Point</span>
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</label>
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</div>
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</div>
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</div>
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