diff --git a/static/css/components/search-filter.css b/static/css/components/search-filter.css
new file mode 100644
index 00000000..50f7fc40
--- /dev/null
+++ b/static/css/components/search-filter.css
@@ -0,0 +1,279 @@
+/* Search Container Styles */
+.search-container {
+    position: relative;
+    width: 250px;
+    margin-left: auto;
+    flex-shrink: 0; /* 防止搜索框被压缩 */
+    display: flex;
+    align-items: center;
+    gap: 4px;
+}
+
+/* 调整搜索框样式以匹配其他控件 */
+.search-container input {
+    width: 100%;
+    padding: 6px 75px 6px 12px; /* Increased right padding to accommodate both buttons */
+    border: 1px solid oklch(65% 0.02 256); /* 更深的边框颜色，提高对比度 */
+    border-radius: var(--border-radius-sm);
+    background: var(--lora-surface);
+    color: var(--text-color);
+    font-size: 0.9em;
+    height: 32px;
+    box-sizing: border-box; /* 确保padding不会增加总宽度 */
+}
+
+.search-container input:focus {
+    outline: none;
+    border-color: var(--lora-accent);
+}
+
+.search-icon {
+    position: absolute;
+    right: 80px; /* Adjusted to make space for both toggle buttons */
+    top: 50%;
+    transform: translateY(-50%);
+    color: oklch(var(--text-color) / 0.5);
+    pointer-events: none;
+    line-height: 1; /* 防止图标影响容器高度 */
+}
+
+/* 修改清空按钮样式 */
+.search-clear {
+    position: absolute;
+    right: 105px; /* Adjusted further left to avoid overlapping */
+    top: 50%;
+    transform: translateY(-50%);
+    color: oklch(var(--text-color) / 0.5);
+    cursor: pointer;
+    border: none;
+    background: none;
+    padding: 4px 8px; /* 增加点击区域 */
+    display: none; /* 默认隐藏 */
+    line-height: 1;
+    transition: color 0.2s ease;
+}
+
+.search-clear:hover {
+    color: var(--lora-accent);
+}
+
+.search-clear.visible {
+    display: block;
+}
+
+.search-mode-toggle {
+    background: var(--lora-surface);
+    border: 1px solid oklch(65% 0.02 256);
+    border-radius: var(--border-radius-sm);
+    color: var(--text-color);
+    width: 32px;
+    height: 32px;
+    padding: 0;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    cursor: pointer;
+    transition: all 0.2s ease;
+    flex-shrink: 0;
+}
+
+.search-mode-toggle:hover {
+    background-color: var(--lora-surface-hover, oklch(95% 0.02 256));
+    color: var(--lora-accent);
+    border-color: var(--lora-accent);
+}
+
+.search-mode-toggle.active {
+    background-color: oklch(95% 0.05 256); /* Lighter background that's more consistent */
+    color: var(--lora-accent);
+    border-color: var(--lora-accent);
+}
+
+.search-mode-toggle i {
+    font-size: 0.9em;
+}
+
+.search-filter-toggle {
+    background: var(--lora-surface);
+    border: 1px solid oklch(65% 0.02 256);
+    border-radius: var(--border-radius-sm);
+    color: var(--text-color);
+    width: 32px;
+    height: 32px;
+    padding: 0;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    cursor: pointer;
+    transition: all 0.2s ease;
+    flex-shrink: 0;
+    position: relative;
+}
+
+.search-filter-toggle:hover {
+    background-color: var(--lora-surface-hover, oklch(95% 0.02 256));
+    color: var(--lora-accent);
+    border-color: var(--lora-accent);
+}
+
+.search-filter-toggle.active {
+    background-color: oklch(95% 0.05 256); /* Lighter background that's more consistent */
+    color: var(--lora-accent);
+    border-color: var(--lora-accent);
+}
+
+.search-filter-toggle i {
+    font-size: 0.9em;
+}
+
+.filter-badge {
+    position: absolute;
+    top: -6px;
+    right: -6px;
+    background-color: var(--lora-accent);
+    color: white;
+    width: 16px;
+    height: 16px;
+    border-radius: 50%;
+    font-size: 10px;
+    display: inline-flex;
+    align-items: center;
+    justify-content: center;
+    font-weight: bold;
+}
+
+/* Filter Panel Styles */
+.filter-panel {
+    position: absolute;
+    top: 140px; /* Adjust to be closer to the filter button */
+    right: 20px;
+    width: 300px;
+    background-color: var(--card-bg);
+    border: 1px solid var(--border-color);
+    border-radius: var(--border-radius-base);
+    box-shadow: 0 4px 10px rgba(0, 0, 0, 0.1);
+    z-index: var(--z-overlay); /* Increase z-index to be above cards */
+    padding: 16px;
+    transition: transform 0.3s ease, opacity 0.3s ease;
+    transform-origin: top right;
+    max-height: calc(100vh - 160px);
+    overflow-y: auto;
+}
+
+.filter-panel.hidden {
+    opacity: 0;
+    transform: scale(0.95);
+    pointer-events: none;
+}
+
+.filter-header {
+    display: flex;
+    justify-content: space-between;
+    align-items: center;
+    margin-bottom: 16px;
+}
+
+.filter-header h3 {
+    margin: 0;
+    font-size: 18px;
+    color: var(--text-color);
+}
+
+.close-filter-btn {
+    background: none;
+    border: none;
+    color: var(--text-color);
+    cursor: pointer;
+    font-size: 16px;
+    padding: 4px;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+}
+
+.close-filter-btn:hover {
+    color: var(--lora-accent);
+}
+
+.filter-section {
+    margin-bottom: 16px;
+}
+
+.filter-section h4 {
+    margin: 0 0 8px 0;
+    font-size: 14px;
+    color: var(--text-color);
+    opacity: 0.8;
+}
+
+.filter-tags {
+    display: flex;
+    flex-wrap: wrap;
+    gap: 6px;
+}
+
+.filter-tag {
+    padding: 4px 10px;
+    border-radius: var(--border-radius-sm);
+    background-color: var(--lora-surface);
+    border: 1px solid var(--border-color);
+    color: var(--text-color);
+    font-size: 14px;
+    cursor: pointer;
+    transition: all 0.2s ease;
+    user-select: none; /* Prevent text selection */
+    -webkit-user-select: none; /* For Safari */
+    -moz-user-select: none; /* For Firefox */
+    -ms-user-select: none; /* For IE/Edge */
+}
+
+.filter-tag:hover {
+    background-color: var(--lora-surface-hover);
+}
+
+.filter-tag.active {
+    background-color: var(--lora-accent);
+    color: white;
+    border-color: var(--lora-accent);
+}
+
+/* Filter actions */
+.filter-actions {
+    display: flex;
+    justify-content: center;
+    margin-top: 16px;
+    gap: 8px;
+}
+
+.clear-filters-btn {
+    background-color: transparent;
+    color: var(--text-color);
+    border: 1px solid var(--border-color);
+    padding: 6px 12px;
+    border-radius: var(--border-radius-sm);
+    font-size: 14px;
+    cursor: pointer;
+    transition: background-color 0.2s ease;
+    width: 100%;
+}
+
+.clear-filters-btn:hover {
+    background-color: var(--lora-surface-hover);
+}
+
+/* Mobile Responsive Styles */
+@media (max-width: 768px) {
+    .search-container {
+        width: 100%;
+        order: -1;
+        margin-left: 0;
+        margin-right: 0;
+    }
+    
+    .filter-panel {
+        width: calc(100% - 40px);
+        left: 20px;
+        right: 20px;
+        top: 140px;
+    }
+} 
\ No newline at end of file
diff --git a/static/css/layout.css b/static/css/layout.css
index cebaf311..32d91605 100644
--- a/static/css/layout.css
+++ b/static/css/layout.css
@@ -19,148 +19,7 @@
     width: 100%;
 }
 
-.search-container {
-    position: relative;
-    width: 250px;
-    margin-left: auto;
-    flex-shrink: 0; /* 防止搜索框被压缩 */
-    display: flex;
-    align-items: center;
-    gap: 4px;
-}
-
-/* 调整搜索框样式以匹配其他控件 */
-.search-container input {
-    width: 100%;
-    padding: 6px 75px 6px 12px; /* Increased right padding to accommodate both buttons */
-    border: 1px solid oklch(65% 0.02 256); /* 更深的边框颜色，提高对比度 */
-    border-radius: var(--border-radius-sm);
-    background: var(--lora-surface);
-    color: var(--text-color);
-    font-size: 0.9em;
-    height: 32px;
-    box-sizing: border-box; /* 确保padding不会增加总宽度 */
-}
-
-.search-container input:focus {
-    outline: none;
-    border-color: var(--lora-accent);
-}
-
-.search-icon {
-    position: absolute;
-    right: 80px; /* Adjusted to make space for both toggle buttons */
-    top: 50%;
-    transform: translateY(-50%);
-    color: oklch(var(--text-color) / 0.5);
-    pointer-events: none;
-    line-height: 1; /* 防止图标影响容器高度 */
-}
-
-/* 修改清空按钮样式 */
-.search-clear {
-    position: absolute;
-    right: 105px; /* Adjusted further left to avoid overlapping */
-    top: 50%;
-    transform: translateY(-50%);
-    color: oklch(var(--text-color) / 0.5);
-    cursor: pointer;
-    border: none;
-    background: none;
-    padding: 4px 8px; /* 增加点击区域 */
-    display: none; /* 默认隐藏 */
-    line-height: 1;
-    transition: color 0.2s ease;
-}
-
-.search-clear:hover {
-    color: var(--lora-accent);
-}
-
-.search-clear.visible {
-    display: block;
-}
-
-.search-mode-toggle {
-    background: var(--lora-surface);
-    border: 1px solid oklch(65% 0.02 256);
-    border-radius: var(--border-radius-sm);
-    color: var(--text-color);
-    width: 32px;
-    height: 32px;
-    padding: 0;
-    display: flex;
-    align-items: center;
-    justify-content: center;
-    cursor: pointer;
-    transition: all 0.2s ease;
-    flex-shrink: 0;
-}
-
-.search-mode-toggle:hover {
-    background-color: var(--lora-surface-hover, oklch(95% 0.02 256));
-    color: var(--lora-accent);
-    border-color: var(--lora-accent);
-}
-
-.search-mode-toggle.active {
-    background-color: oklch(95% 0.05 256); /* Lighter background that's more consistent */
-    color: var(--lora-accent);
-    border-color: var(--lora-accent);
-}
-
-.search-mode-toggle i {
-    font-size: 0.9em;
-}
-
-.search-filter-toggle {
-    background: var(--lora-surface);
-    border: 1px solid oklch(65% 0.02 256);
-    border-radius: var(--border-radius-sm);
-    color: var(--text-color);
-    width: 32px;
-    height: 32px;
-    padding: 0;
-    display: flex;
-    align-items: center;
-    justify-content: center;
-    cursor: pointer;
-    transition: all 0.2s ease;
-    flex-shrink: 0;
-    position: relative;
-}
-
-.search-filter-toggle:hover {
-    background-color: var(--lora-surface-hover, oklch(95% 0.02 256));
-    color: var(--lora-accent);
-    border-color: var(--lora-accent);
-}
-
-.search-filter-toggle.active {
-    background-color: oklch(95% 0.05 256); /* Lighter background that's more consistent */
-    color: var(--lora-accent);
-    border-color: var(--lora-accent);
-}
-
-.search-filter-toggle i {
-    font-size: 0.9em;
-}
-
-.filter-badge {
-    position: absolute;
-    top: -6px;
-    right: -6px;
-    background-color: var(--lora-accent);
-    color: white;
-    width: 16px;
-    height: 16px;
-    border-radius: 50%;
-    font-size: 10px;
-    display: inline-flex;
-    align-items: center;
-    justify-content: center;
-    font-weight: bold;
-}
+/* Search and filter styles moved to components/search-filter.css */
 
 /* Update corner-controls for collapsible behavior */
 .corner-controls {
@@ -479,141 +338,6 @@
     opacity: 0;
 }
 
-/* Filter Panel Styles */
-.filter-panel {
-    position: absolute;
-    top: 140px; /* Adjust to be closer to the filter button */
-    right: 20px;
-    width: 300px;
-    background-color: var(--card-bg);
-    border: 1px solid var(--border-color);
-    border-radius: var(--border-radius-base);
-    box-shadow: 0 4px 10px rgba(0, 0, 0, 0.1);
-    z-index: var(--z-overlay); /* Increase z-index to be above cards */
-    padding: 16px;
-    transition: transform 0.3s ease, opacity 0.3s ease;
-    transform-origin: top right;
-    max-height: calc(100vh - 160px);
-    overflow-y: auto;
-}
-
-.filter-panel.hidden {
-    opacity: 0;
-    transform: scale(0.95);
-    pointer-events: none;
-}
-
-.filter-header {
-    display: flex;
-    justify-content: space-between;
-    align-items: center;
-    margin-bottom: 16px;
-}
-
-.filter-header h3 {
-    margin: 0;
-    font-size: 18px;
-    color: var(--text-color);
-}
-
-.close-filter-btn {
-    background: none;
-    border: none;
-    color: var(--text-color);
-    cursor: pointer;
-    font-size: 16px;
-    padding: 4px;
-    display: flex;
-    align-items: center;
-    justify-content: center;
-}
-
-.close-filter-btn:hover {
-    color: var(--lora-accent);
-}
-
-.filter-section {
-    margin-bottom: 16px;
-}
-
-.filter-section h4 {
-    margin: 0 0 8px 0;
-    font-size: 14px;
-    color: var(--text-color);
-    opacity: 0.8;
-}
-
-.filter-tags {
-    display: flex;
-    flex-wrap: wrap;
-    gap: 6px;
-}
-
-.filter-tag {
-    padding: 4px 10px;
-    border-radius: var(--border-radius-sm);
-    background-color: var(--lora-surface);
-    border: 1px solid var(--border-color);
-    color: var(--text-color);
-    font-size: 14px;
-    cursor: pointer;
-    transition: all 0.2s ease;
-    user-select: none; /* Prevent text selection */
-    -webkit-user-select: none; /* For Safari */
-    -moz-user-select: none; /* For Firefox */
-    -ms-user-select: none; /* For IE/Edge */
-}
-
-.filter-tag:hover {
-    background-color: var(--lora-surface-hover);
-}
-
-.filter-tag.active {
-    background-color: var(--lora-accent);
-    color: white;
-    border-color: var(--lora-accent);
-}
-
-/* Base model tag specific styles - removing accent colors */
-.filter-tag.base-model-tag.sd-1-5,
-.filter-tag.base-model-tag.sd-2-0,
-.filter-tag.base-model-tag.sd-2-1,
-.filter-tag.base-model-tag.sdxl,
-.filter-tag.base-model-tag.flux,
-.filter-tag.base-model-tag.il,
-.filter-tag.base-model-tag.pony,
-.filter-tag.base-model-tag.hunyuan,
-.filter-tag.base-model-tag.unknown {
-    /* Removing the specific colored borders */
-    border-left: none;
-}
-
-/* Filter actions */
-.filter-actions {
-    display: flex;
-    justify-content: center;
-    margin-top: 16px;
-    gap: 8px;
-}
-
-.clear-filters-btn {
-    background-color: transparent;
-    color: var(--text-color);
-    border: 1px solid var(--border-color);
-    padding: 6px 12px;
-    border-radius: var(--border-radius-sm);
-    font-size: 14px;
-    cursor: pointer;
-    transition: background-color 0.2s ease;
-    width: 100%;
-}
-
-.clear-filters-btn:hover {
-    background-color: var(--lora-surface-hover);
-}
-
-/* Remove apply-filters-btn styles since we no longer need it */
-
 @media (max-width: 768px) {
     .actions {
         flex-wrap: wrap;
@@ -625,13 +349,6 @@
         gap: 15px;
     }
     
-    .search-container {
-        width: 100%;
-        order: -1;
-        margin-left: 0;
-        margin-right: 0;
-    }
-    
     .folder-tags-container {
         order: -1;
     }
@@ -668,11 +385,4 @@
     .back-to-top {
         bottom: 60px; /* Give some extra space from bottom on mobile */
     }
-
-    .filter-panel {
-        width: calc(100% - 40px);
-        left: 20px;
-        right: 20px;
-        top: 140px;
-    }
 }
\ No newline at end of file
diff --git a/static/css/style.css b/static/css/style.css
index 1b2c249a..c81e5ada 100644
--- a/static/css/style.css
+++ b/static/css/style.css
@@ -14,6 +14,7 @@
 @import 'components/update-modal.css';
 @import 'components/lora-modal.css';
 @import 'components/support-modal.css';
+@import 'components/search-filter.css';
 
 .initialization-notice {
     display: flex;