Add API endpoint for fetching trained words and implement dropdown suggestions in the trigger words editor. See #147

py/routes/misc_routes.py

@@ -15,6 +15,7 @@ from ..services.service_registry import ServiceRegistry
 from ..utils.constants import SUPPORTED_MEDIA_EXTENSIONS
 from ..services.civitai_client import CivitaiClient
 from ..utils.routes_common import ModelRouteUtils
+from ..utils.lora_metadata import extract_trained_words
 
 logger = logging.getLogger(__name__)
 
@@ -61,6 +62,9 @@ class MiscRoutes:
         # Add new route for opening example images folder
         app.router.add_post('/api/open-example-images-folder', MiscRoutes.open_example_images_folder)
 
+        # Add new route for getting trained words
+        app.router.add_get('/api/trained-words', MiscRoutes.get_trained_words)
+
     @staticmethod
     async def clear_cache(request):
         """Clear all cache files from the cache folder"""
@@ -955,3 +959,50 @@ class MiscRoutes:
                 'success': False,
                 'error': str(e)
             }, status=500)
+
+    @staticmethod
+    async def get_trained_words(request):
+        """
+        Get trained words from a safetensors file, sorted by frequency
+        
+        Expects a query parameter:
+        file_path: Path to the safetensors file
+        """
+        try:
+            # Get file path from query parameters
+            file_path = request.query.get('file_path')
+            
+            if not file_path:
+                return web.json_response({
+                    'success': False,
+                    'error': 'Missing file_path parameter'
+                }, status=400)
+            
+            # Check if file exists and is a safetensors file
+            if not os.path.exists(file_path):
+                return web.json_response({
+                    'success': False,
+                    'error': f"File not found: {file_path}"
+                }, status=404)
+                
+            if not file_path.lower().endswith('.safetensors'):
+                return web.json_response({
+                    'success': False,
+                    'error': 'File is not a safetensors file'
+                }, status=400)
+            
+            # Extract trained words
+            trained_words = await extract_trained_words(file_path)
+            
+            # Return result
+            return web.json_response({
+                'success': True,
+                'trained_words': trained_words
+            })
+            
+        except Exception as e:
+            logger.error(f"Failed to get trained words: {e}", exc_info=True)
+            return web.json_response({
+                'success': False,
+                'error': str(e)
+            }, status=500)

py/utils/lora_metadata.py

@@ -1,8 +1,9 @@
 from safetensors import safe_open
-from typing import Dict
+from typing import Dict, List, Tuple
 from .model_utils import determine_base_model
 import os
 import logging
+import json
 
 logger = logging.getLogger(__name__)
 
@@ -81,3 +82,34 @@ async def extract_checkpoint_metadata(file_path: str) -> dict:
         logger.error(f"Error extracting checkpoint metadata for {file_path}: {e}")
         # Return default values
         return {'base_model': 'Unknown', 'model_type': 'checkpoint'}
+
+async def extract_trained_words(file_path: str) -> List[Tuple[str, int]]:
+    """Extract trained words from a safetensors file and sort by frequency
+    
+    Args:
+        file_path: Path to the safetensors file
+        
+    Returns:
+        List of (word, frequency) tuples sorted by frequency (highest first)
+    """
+    try:
+        with safe_open(file_path, framework="pt", device="cpu") as f:
+            metadata = f.metadata()
+            if metadata and "ss_tag_frequency" in metadata:
+                # Parse the JSON string into a dictionary
+                tag_data = json.loads(metadata["ss_tag_frequency"])
+                
+                # The structure may have an outer key (like "image_dir" or "img")
+                # We need to get the inner dictionary with the actual word frequencies
+                if tag_data:
+                    # Get the first key (usually "image_dir" or "img")
+                    first_key = list(tag_data.keys())[0]
+                    words_dict = tag_data[first_key]
+                    
+                    # Sort words by frequency (highest first)
+                    sorted_words = sorted(words_dict.items(), key=lambda x: x[1], reverse=True)
+                    return sorted_words
+    except Exception as e:
+        logger.error(f"Error extracting trained words from {file_path}: {str(e)}")
+    
+    return []

static/css/components/lora-modal.css

@@ -132,7 +132,7 @@
 }
 
 .scroll-indicator:hover {
-    background: oklch(var(--lora-accent) / 0.1);
+    background: oklch(var(--lora-accent-l) var(--lora-accent-c) var(--lora-accent-h) / 0.1);
     transform: translateY(-1px);
 }
 
@@ -241,7 +241,7 @@
 
 /* Keep the hover effect using accent color */
 .trigger-word-tag:hover {
-    background: oklch(var(--lora-accent) / 0.1);
+    background: oklch(var(--lora-accent-l) var(--lora-accent-c) var(--lora-accent-h) / 0.1);
     border-color: var(--lora-accent);
 }
 
@@ -301,7 +301,7 @@
 }
 
 .trigger-words-edit-controls button:hover {
-    background: oklch(var(--lora-accent) / 0.1);
+    background: oklch(var(--lora-accent-l) var(--lora-accent-c) var(--lora-accent-h) / 0.1);
     border-color: var(--lora-accent);
 }
 
@@ -324,6 +324,7 @@
     margin-top: var(--space-2);
     display: flex;
     gap: var(--space-1);
+    position: relative; /* Added for dropdown positioning */
 }
 
 .new-trigger-word-input {
@@ -346,7 +347,7 @@
     padding: 4px 8px;
     border-radius: var(--border-radius-xs);
     border: 1px solid var(--border-color);
-    background: var(--bg-color);
+    background: var (--bg-color);
     color: var(--text-color);
     font-size: 0.85em;
     cursor: pointer;
@@ -371,6 +372,146 @@
     background: rgba(255, 255, 255, 0.05);
 }
 
+/* Trained Words Loading Indicator */
+.trained-words-loading {
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    margin: var(--space-1) 0;
+    color: var(--text-color);
+    opacity: 0.7;
+    font-size: 0.9em;
+    gap: 8px;
+}
+
+.trained-words-loading i {
+    color: var(--lora-accent);
+}
+
+/* Trained Words Dropdown Styles */
+.trained-words-dropdown {
+    position: absolute;
+    top: 100%;
+    left: 0;
+    right: 0;
+    background: var(--bg-color);
+    border: 1px solid var(--border-color);
+    border-radius: var(--border-radius-sm);
+    margin-top: 4px;
+    z-index: 100;
+    box-shadow: 0 4px 12px rgba(0, 0, 0, 0.15);
+    overflow: hidden;
+    display: flex;
+    flex-direction: column;
+}
+
+.trained-words-header {
+    display: flex;
+    justify-content: space-between;
+    align-items: center;
+    padding: 8px 12px;
+    background: var(--card-bg);
+    border-bottom: 1px solid var(--border-color);
+}
+
+.trained-words-header span {
+    font-size: 0.9em;
+    font-weight: 500;
+    color: var(--text-color);
+}
+
+.trained-words-header small {
+    font-size: 0.8em;
+    opacity: 0.7;
+}
+
+.trained-words-container {
+    max-height: 200px;
+    overflow-y: auto;
+    padding: 10px;
+    display: flex;
+    flex-wrap: wrap;
+    gap: 8px;
+    align-content: flex-start;
+}
+
+.trained-word-item {
+    display: inline-flex;
+    align-items: center;
+    justify-content: space-between;
+    padding: 5px 10px;
+    cursor: pointer;
+    transition: all 0.2s ease;
+    border-radius: var(--border-radius-xs);
+    background: var(--lora-surface);
+    border: 1px solid var(--lora-border);
+    max-width: 150px;
+}
+
+.trained-word-item:hover {
+    background: oklch(var(--lora-accent-l) var(--lora-accent-c) var(--lora-accent-h) / 0.1);
+    border-color: var(--lora-accent);
+}
+
+.trained-word-item.already-added {
+    opacity: 0.7;
+    cursor: default;
+}
+
+.trained-word-item.already-added:hover {
+    background: var(--lora-surface);
+    border-color: var(--lora-border);
+}
+
+.trained-word-text {
+    color: var(--lora-accent);
+    font-size: 0.9em;
+    white-space: nowrap;
+    overflow: hidden;
+    text-overflow: ellipsis;
+    margin-right: 4px;
+    max-width: 100px;
+}
+
+.trained-word-meta {
+    display: flex;
+    align-items: center;
+    gap: 4px;
+    flex-shrink: 0;
+}
+
+.trained-word-freq {
+    color: var (--text-color);
+    font-size: 0.75em;
+    background: rgba(0, 0, 0, 0.05);
+    border-radius: 10px;
+    min-width: 20px;
+    padding: 1px 5px;
+    text-align: center;
+    line-height: 1.2;
+}
+
+[data-theme="dark"] .trained-word-freq {
+    background: rgba(255, 255, 255, 0.05);
+}
+
+.added-indicator {
+    color: var(--lora-accent);
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    font-size: 0.75em;
+}
+
+.no-trained-words {
+    padding: 16px 12px;
+    text-align: center;
+    color: var(--text-color);
+    opacity: 0.7;
+    font-style: italic;
+    font-size: 0.9em;
+}
+
 /* Editable Fields */
 .editable-field {
     position: relative;
@@ -515,7 +656,7 @@
 }
 
 .preset-tag:hover {
-    background: oklch(var(--lora-accent) / 0.1);
+    background: oklch(var(--lora-accent-l) var(--lora-accent-c) var(--lora-accent-h) / 0.1);
     border-color: var(--lora-accent);
 }
 
@@ -549,10 +690,6 @@
     position: relative;
 }
 
-.file-name-wrapper:hover {
-    background: oklch(var(--lora-accent) / 0.1);
-}
-
 .file-name-content {
     padding: 2px 4px;
     border-radius: var(--border-radius-xs);
@@ -749,7 +886,7 @@
 
 .tab-btn:hover {
     opacity: 1;
-    background: oklch(var(--lora-accent) / 0.05);
+    background: oklch(var(--lora-accent-l) var(--lora-accent-c) var(--lora-accent-h) / 0.05);
 }
 
 .tab-btn.active {
@@ -931,7 +1068,7 @@
 .model-description-content pre {
     background: rgba(0, 0, 0, 0.05);
     border-radius: var(--border-radius-xs);
-    padding: var(--space-1);
+    padding: var (--space-1);
     white-space: pre-wrap;
     margin: 1em 0;
     overflow-x: auto;
@@ -1373,6 +1510,6 @@
 
 /* Optional: add hover effect for creator info */
 .creator-info:hover {
-    background: oklch(var(--lora-accent) / 0.1);
+    background: oklch(var(--lora-accent-l) var(--lora-accent-c) var(--lora-accent-h) / 0.1);
     border-color: var(--lora-accent);
 }

static/js/components/loraModal/TriggerWords.js

@@ -1,15 +1,110 @@
 /**
  * TriggerWords.js
- * 处理LoRA模型触发词相关的功能模块
+ * Module that handles trigger word functionality for LoRA models
  */
 import { showToast, copyToClipboard } from '../../utils/uiHelpers.js';
 import { saveModelMetadata } from '../../api/loraApi.js';
 
 /**
- * 渲染触发词
+ * Fetch trained words for a model
- * @param {Array} words - 触发词数组
+ * @param {string} filePath - Path to the model file
- * @param {string} filePath - 文件路径
+ * @returns {Promise<Array>} - Array of [word, frequency] pairs
- * @returns {string} HTML内容
+ */
+async function fetchTrainedWords(filePath) {
+    try {
+        const response = await fetch(`/api/trained-words?file_path=${encodeURIComponent(filePath)}`);
+        const data = await response.json();
+        
+        if (data.success && data.trained_words) {
+            return data.trained_words; // Returns array of [word, frequency] pairs
+        } else {
+            throw new Error(data.error || 'Failed to fetch trained words');
+        }
+    } catch (error) {
+        console.error('Error fetching trained words:', error);
+        showToast('Could not load trained words', 'error');
+        return [];
+    }
+}
+
+/**
+ * Create suggestion dropdown with trained words as tags
+ * @param {Array} trainedWords - Array of [word, frequency] pairs
+ * @param {Array} existingWords - Already added trigger words
+ * @returns {HTMLElement} - Dropdown element
+ */
+function createSuggestionDropdown(trainedWords, existingWords = []) {
+    const dropdown = document.createElement('div');
+    dropdown.className = 'trained-words-dropdown';
+    
+    // Create header
+    const header = document.createElement('div');
+    header.className = 'trained-words-header';
+    
+    if (!trainedWords || trainedWords.length === 0) {
+        header.innerHTML = '<span>No suggestions available</span>';
+        dropdown.appendChild(header);
+        dropdown.innerHTML += '<div class="no-trained-words">No trained words found in this model. You can manually enter trigger words.</div>';
+        return dropdown;
+    }
+    
+    // Sort by frequency (highest first)
+    trainedWords.sort((a, b) => b[1] - a[1]);
+    
+    header.innerHTML = `
+        <span>Suggestions from training data</span>
+        <small>${trainedWords.length} words found</small>
+    `;
+    dropdown.appendChild(header);
+    
+    // Create tag container
+    const container = document.createElement('div');
+    container.className = 'trained-words-container';
+    
+    // Add each trained word as a tag
+    trainedWords.forEach(([word, frequency]) => {
+        const isAdded = existingWords.includes(word);
+        
+        const item = document.createElement('div');
+        item.className = `trained-word-item ${isAdded ? 'already-added' : ''}`;
+        item.title = word; // Show full word on hover if truncated
+        item.innerHTML = `
+            <span class="trained-word-text">${word}</span>
+            <div class="trained-word-meta">
+                <span class="trained-word-freq">${frequency}</span>
+                ${isAdded ? '<span class="added-indicator"><i class="fas fa-check"></i></span>' : ''}
+            </div>
+        `;
+        
+        if (!isAdded) {
+            item.addEventListener('click', () => {
+                // Automatically add this word
+                addNewTriggerWord(word);
+                
+                // Also populate the input field for potential editing
+                const input = document.querySelector('.new-trigger-word-input');
+                if (input) input.value = word;
+                
+                // Focus on the input
+                if (input) input.focus();
+                
+                // Update dropdown without removing it
+                updateTrainedWordsDropdown();
+            });
+        }
+        
+        container.appendChild(item);
+    });
+    
+    dropdown.appendChild(container);
+    return dropdown;
+}
+
+/**
+ * Render trigger words
+ * @param {Array} words - Array of trigger words
+ * @param {string} filePath - File path
+ * @returns {string} HTML content
  */
 export function renderTriggerWords(words, filePath) {
     if (!words.length) return `
@@ -24,19 +119,14 @@ export function renderTriggerWords(words, filePath) {
                 <span class="no-trigger-words">No trigger word needed</span>
                 <div class="trigger-words-tags" style="display:none;"></div>
             </div>
+            <div class="add-trigger-word-form" style="display:none;">
+                <input type="text" class="new-trigger-word-input" placeholder="Type to add or click suggestions below">
+            </div>
             <div class="trigger-words-edit-controls" style="display:none;">
-                <button class="add-trigger-word-btn" title="Add a trigger word">
-                    <i class="fas fa-plus"></i> Add
-                </button>
                 <button class="save-trigger-words-btn" title="Save changes">
                     <i class="fas fa-save"></i> Save
                 </button>
             </div>
-            <div class="add-trigger-word-form" style="display:none;">
-                <input type="text" class="new-trigger-word-input" placeholder="Enter trigger word">
-                <button class="confirm-add-trigger-word-btn">Add</button>
-                <button class="cancel-add-trigger-word-btn">Cancel</button>
-            </div>
         </div>
     `;
     
@@ -63,44 +153,53 @@ export function renderTriggerWords(words, filePath) {
                     `).join('')}
                 </div>
             </div>
+            <div class="add-trigger-word-form" style="display:none;">
+                <input type="text" class="new-trigger-word-input" placeholder="Type to add or click suggestions below">
+            </div>
             <div class="trigger-words-edit-controls" style="display:none;">
-                <button class="add-trigger-word-btn" title="Add a trigger word">
-                    <i class="fas fa-plus"></i> Add
-                </button>
                 <button class="save-trigger-words-btn" title="Save changes">
                     <i class="fas fa-save"></i> Save
                 </button>
             </div>
-            <div class="add-trigger-word-form" style="display:none;">
-                <input type="text" class="new-trigger-word-input" placeholder="Enter trigger word">
-                <button class="confirm-add-trigger-word-btn">Add</button>
-                <button class="cancel-add-trigger-word-btn">Cancel</button>
-            </div>
         </div>
     `;
 }
 
 /**
- * 设置触发词编辑模式
+ * Set up trigger words edit mode
  */
 export function setupTriggerWordsEditMode() {
+    // Store trained words data
+    let trainedWordsList = [];
+    let isTrainedWordsLoaded = false;
+    // Store original trigger words for restoring on cancel
+    let originalTriggerWords = [];
+    
     const editBtn = document.querySelector('.edit-trigger-words-btn');
     if (!editBtn) return;
     
-    editBtn.addEventListener('click', function() {
+    editBtn.addEventListener('click', async function() {
         const triggerWordsSection = this.closest('.trigger-words');
         const isEditMode = triggerWordsSection.classList.toggle('edit-mode');
+        const filePath = this.dataset.filePath;
         
         // Toggle edit mode UI elements
         const triggerWordTags = triggerWordsSection.querySelectorAll('.trigger-word-tag');
         const editControls = triggerWordsSection.querySelector('.trigger-words-edit-controls');
+        const addForm = triggerWordsSection.querySelector('.add-trigger-word-form');
         const noTriggerWords = triggerWordsSection.querySelector('.no-trigger-words');
         const tagsContainer = triggerWordsSection.querySelector('.trigger-words-tags');
         
         if (isEditMode) {
             this.innerHTML = '<i class="fas fa-times"></i>'; // Change to cancel icon
             this.title = "Cancel editing";
+            
+            // Store original trigger words for potential restoration
+            originalTriggerWords = Array.from(triggerWordTags).map(tag => tag.dataset.word);
+            
+            // Show edit controls and input form
             editControls.style.display = 'flex';
+            addForm.style.display = 'flex';
             
             // If we have no trigger words yet, hide the "No trigger word needed" text
             // and show the empty tags container
@@ -115,10 +214,44 @@ export function setupTriggerWordsEditMode() {
                 tag.querySelector('.trigger-word-copy').style.display = 'none';
                 tag.querySelector('.delete-trigger-word-btn').style.display = 'block';
             });
+            
+            // Load trained words and display dropdown when entering edit mode
+            // Add loading indicator
+            const loadingIndicator = document.createElement('div');
+            loadingIndicator.className = 'trained-words-loading';
+            loadingIndicator.innerHTML = '<i class="fas fa-spinner fa-spin"></i> Loading suggestions...';
+            addForm.appendChild(loadingIndicator);
+            
+            // Get currently added trigger words
+            const currentTags = triggerWordsSection.querySelectorAll('.trigger-word-tag');
+            const existingWords = Array.from(currentTags).map(tag => tag.dataset.word);
+            
+            // Asynchronously load trained words if not already loaded
+            if (!isTrainedWordsLoaded) {
+                trainedWordsList = await fetchTrainedWords(filePath);
+                isTrainedWordsLoaded = true;
+            }
+            
+            // Remove loading indicator
+            loadingIndicator.remove();
+            
+            // Create and display suggestion dropdown
+            const dropdown = createSuggestionDropdown(trainedWordsList, existingWords);
+            addForm.appendChild(dropdown);
+            
+            // Focus the input
+            addForm.querySelector('input').focus();
+            
         } else {
             this.innerHTML = '<i class="fas fa-pencil-alt"></i>'; // Change back to edit icon
             this.title = "Edit trigger words";
+            
+            // Hide edit controls and input form
             editControls.style.display = 'none';
+            addForm.style.display = 'none';
+            
+            // BUGFIX: Restore original trigger words when canceling edit
+            restoreOriginalTriggerWords(triggerWordsSection, originalTriggerWords);
             
             // If we have no trigger words, show the "No trigger word needed" text
             // and hide the empty tags container
@@ -128,57 +261,26 @@ export function setupTriggerWordsEditMode() {
                 if (tagsContainer) tagsContainer.style.display = 'none';
             }
             
-            // Restore original state
+            // Remove dropdown if present
-            triggerWordTags.forEach(tag => {
+            const dropdown = document.querySelector('.trained-words-dropdown');
-                const word = tag.dataset.word;
+            if (dropdown) dropdown.remove();
-                tag.onclick = () => copyTriggerWord(word);
-                tag.querySelector('.trigger-word-copy').style.display = 'flex';
-                tag.querySelector('.delete-trigger-word-btn').style.display = 'none';
-            });
-            
-            // Hide add form if open
-            triggerWordsSection.querySelector('.add-trigger-word-form').style.display = 'none';
         }
     });
     
-    // Set up add trigger word button
+    // Set up input for adding trigger words
-    const addBtn = document.querySelector('.add-trigger-word-btn');
-    if (addBtn) {
-        addBtn.addEventListener('click', function() {
-            const triggerWordsSection = this.closest('.trigger-words');
-            const addForm = triggerWordsSection.querySelector('.add-trigger-word-form');
-            addForm.style.display = 'flex';
-            addForm.querySelector('input').focus();
-        });
-    }
-    
-    // Set up confirm and cancel add buttons
-    const confirmAddBtn = document.querySelector('.confirm-add-trigger-word-btn');
-    const cancelAddBtn = document.querySelector('.cancel-add-trigger-word-btn');
     const triggerWordInput = document.querySelector('.new-trigger-word-input');
     
-    if (confirmAddBtn && triggerWordInput) {
+    if (triggerWordInput) {
-        confirmAddBtn.addEventListener('click', function() {
-            addNewTriggerWord(triggerWordInput.value);
-        });
-        
         // Add keydown event to input
         triggerWordInput.addEventListener('keydown', function(e) {
             if (e.key === 'Enter') {
                 e.preventDefault();
                 addNewTriggerWord(this.value);
+                this.value = ''; // Clear input after adding
             }
         });
     }
     
-    if (cancelAddBtn) {
-        cancelAddBtn.addEventListener('click', function() {
-            const addForm = this.closest('.add-trigger-word-form');
-            addForm.style.display = 'none';
-            addForm.querySelector('input').value = '';
-        });
-    }
-    
     // Set up save button
     const saveBtn = document.querySelector('.save-trigger-words-btn');
     if (saveBtn) {
@@ -191,13 +293,59 @@ export function setupTriggerWordsEditMode() {
             e.stopPropagation();
             const tag = this.closest('.trigger-word-tag');
             tag.remove();
+            
+            // Update status of items in the trained words dropdown
+            updateTrainedWordsDropdown();
         });
     });
 }
 
 /**
- * 添加新触发词
+ * Restore original trigger words when canceling edit
- * @param {string} word - 要添加的触发词
+ * @param {HTMLElement} section - The trigger words section
+ * @param {Array} originalWords - Original trigger words
+ */
+function restoreOriginalTriggerWords(section, originalWords) {
+    const tagsContainer = section.querySelector('.trigger-words-tags');
+    const noTriggerWords = section.querySelector('.no-trigger-words');
+    
+    if (!tagsContainer) return;
+    
+    // Clear current tags
+    tagsContainer.innerHTML = '';
+    
+    if (originalWords.length === 0) {
+        if (noTriggerWords) noTriggerWords.style.display = '';
+        tagsContainer.style.display = 'none';
+        return;
+    }
+    
+    // Hide "no trigger words" message
+    if (noTriggerWords) noTriggerWords.style.display = 'none';
+    tagsContainer.style.display = 'flex';
+    
+    // Recreate original tags
+    originalWords.forEach(word => {
+        const tag = document.createElement('div');
+        tag.className = 'trigger-word-tag';
+        tag.dataset.word = word;
+        tag.onclick = () => copyTriggerWord(word);
+        tag.innerHTML = `
+            <span class="trigger-word-content">${word}</span>
+            <span class="trigger-word-copy">
+                <i class="fas fa-copy"></i>
+            </span>
+            <button class="delete-trigger-word-btn" style="display:none;" onclick="event.stopPropagation();">
+                <i class="fas fa-times"></i>
+            </button>
+        `;
+        tagsContainer.appendChild(tag);
+    });
+}
+
+/**
+ * Add a new trigger word
+ * @param {string} word - Trigger word to add
  */
 function addNewTriggerWord(word) {
     word = word.trim();
@@ -265,18 +413,75 @@ function addNewTriggerWord(word) {
     const deleteBtn = newTag.querySelector('.delete-trigger-word-btn');
     deleteBtn.addEventListener('click', function() {
         newTag.remove();
+        // Update dropdown after removing
+        updateTrainedWordsDropdown();
     });
     
     tagsContainer.appendChild(newTag);
     
-    // Clear and hide the input form
+    // Update status of items in the trained words dropdown
-    const triggerWordInput = document.querySelector('.new-trigger-word-input');
+    updateTrainedWordsDropdown();
-    triggerWordInput.value = '';
-    document.querySelector('.add-trigger-word-form').style.display = 'none';
 }
 
 /**
- * 保存触发词
+ * Update status of items in the trained words dropdown
+ */
+function updateTrainedWordsDropdown() {
+    const dropdown = document.querySelector('.trained-words-dropdown');
+    if (!dropdown) return;
+    
+    // Get all current trigger words
+    const currentTags = document.querySelectorAll('.trigger-word-tag');
+    const existingWords = Array.from(currentTags).map(tag => tag.dataset.word);
+    
+    // Update status of each item in dropdown
+    dropdown.querySelectorAll('.trained-word-item').forEach(item => {
+        const wordText = item.querySelector('.trained-word-text').textContent;
+        const isAdded = existingWords.includes(wordText);
+        
+        if (isAdded) {
+            item.classList.add('already-added');
+            
+            // Add indicator if it doesn't exist
+            let indicator = item.querySelector('.added-indicator');
+            if (!indicator) {
+                const meta = item.querySelector('.trained-word-meta');
+                indicator = document.createElement('span');
+                indicator.className = 'added-indicator';
+                indicator.innerHTML = '<i class="fas fa-check"></i>';
+                meta.appendChild(indicator);
+            }
+            
+            // Remove click event
+            item.onclick = null;
+        } else {
+            // Re-enable items that are no longer in the list
+            item.classList.remove('already-added');
+            
+            // Remove indicator if it exists
+            const indicator = item.querySelector('.added-indicator');
+            if (indicator) indicator.remove();
+            
+            // Restore click event if not already set
+            if (!item.onclick) {
+                item.onclick = () => {
+                    const word = item.querySelector('.trained-word-text').textContent;
+                    addNewTriggerWord(word);
+                    
+                    // Also populate the input field
+                    const input = document.querySelector('.new-trigger-word-input');
+                    if (input) input.value = word;
+                    
+                    // Focus the input
+                    if (input) input.focus();
+                };
+            }
+        }
+    });
+}
+
+/**
+ * Save trigger words
  */
 async function saveTriggerWords() {
     const filePath = document.querySelector('.edit-trigger-words-btn').dataset.filePath;
@@ -331,8 +536,8 @@ async function saveTriggerWords() {
 }
 
 /**
- * 复制触发词到剪贴板
+ * Copy a trigger word to clipboard
- * @param {string} word - 要复制的触发词
+ * @param {string} word - Word to copy
  */
 window.copyTriggerWord = async function(word) {
     try {