feat: Introduce "No tags" filter option for models and recipes. fixes #728

locales/de.json

@@ -200,6 +200,7 @@
             "license": "Lizenz",
             "noCreditRequired": "Kein Credit erforderlich",
             "allowSellingGeneratedContent": "Verkauf erlaubt",
+            "noTags": "Keine Tags",
             "clearAll": "Alle Filter löschen"
         },
         "theme": {

locales/en.json

@@ -200,6 +200,7 @@
             "license": "License",
             "noCreditRequired": "No Credit Required",
             "allowSellingGeneratedContent": "Allow Selling",
+            "noTags": "No tags",
             "clearAll": "Clear All Filters"
         },
         "theme": {

locales/es.json

@@ -200,6 +200,7 @@
             "license": "Licencia",
             "noCreditRequired": "Sin crédito requerido",
             "allowSellingGeneratedContent": "Venta permitida",
+            "noTags": "Sin etiquetas",
             "clearAll": "Limpiar todos los filtros"
         },
         "theme": {

locales/fr.json

@@ -200,6 +200,7 @@
             "license": "Licence",
             "noCreditRequired": "Crédit non requis",
             "allowSellingGeneratedContent": "Vente autorisée",
+            "noTags": "Aucun tag",
             "clearAll": "Effacer tous les filtres"
         },
         "theme": {

locales/he.json

@@ -200,6 +200,7 @@
             "license": "רישיון",
             "noCreditRequired": "ללא קרדיט נדרש",
             "allowSellingGeneratedContent": "אפשר מכירה",
+            "noTags": "ללא תגיות",
             "clearAll": "נקה את כל המסננים"
         },
         "theme": {

locales/ja.json

@@ -200,6 +200,7 @@
             "license": "ライセンス",
             "noCreditRequired": "クレジット不要",
             "allowSellingGeneratedContent": "販売許可",
+            "noTags": "タグなし",
             "clearAll": "すべてのフィルタをクリア"
         },
         "theme": {

locales/ko.json

@@ -200,6 +200,7 @@
             "license": "라이선스",
             "noCreditRequired": "크레딧 표기 없음",
             "allowSellingGeneratedContent": "판매 허용",
+            "noTags": "태그 없음",
             "clearAll": "모든 필터 지우기"
         },
         "theme": {

locales/ru.json

@@ -200,6 +200,7 @@
             "license": "Лицензия",
             "noCreditRequired": "Без указания авторства",
             "allowSellingGeneratedContent": "Продажа разрешена",
+            "noTags": "Без тегов",
             "clearAll": "Очистить все фильтры"
         },
         "theme": {

locales/zh-CN.json

@@ -200,6 +200,7 @@
             "license": "许可证",
             "noCreditRequired": "无需署名",
             "allowSellingGeneratedContent": "允许销售",
+            "noTags": "无标签",
             "clearAll": "清除所有筛选"
         },
         "theme": {

locales/zh-TW.json

@@ -200,6 +200,7 @@
             "license": "授權",
             "noCreditRequired": "無需署名",
             "allowSellingGeneratedContent": "允許銷售",
+            "noTags": "無標籤",
             "clearAll": "清除所有篩選"
         },
         "theme": {

py/services/model_query.py

@@ -161,15 +161,25 @@ class ModelFilterSet:
             include_tags = {tag for tag in tag_filters if tag}
 
         if include_tags:
+            def matches_include(item_tags):
+                if not item_tags and "__no_tags__" in include_tags:
+                    return True
+                return any(tag in include_tags for tag in (item_tags or []))
+
             items = [
                 item for item in items
-                if any(tag in include_tags for tag in (item.get("tags", []) or []))
+                if matches_include(item.get("tags"))
             ]
 
         if exclude_tags:
+            def matches_exclude(item_tags):
+                if not item_tags and "__no_tags__" in exclude_tags:
+                    return True
+                return any(tag in exclude_tags for tag in (item_tags or []))
+
             items = [
                 item for item in items
-                if not any(tag in exclude_tags for tag in (item.get("tags", []) or []))
+                if not matches_exclude(item.get("tags"))
             ]
 
         model_types = criteria.model_types or []

py/services/recipe_scanner.py

@@ -1162,15 +1162,25 @@ class RecipeScanner:
                         include_tags = {tag for tag in tag_spec if tag}
 
                     if include_tags:
+                        def matches_include(item_tags):
+                            if not item_tags and "__no_tags__" in include_tags:
+                                return True
+                            return any(tag in include_tags for tag in (item_tags or []))
+
                         filtered_data = [
                             item for item in filtered_data
-                            if any(tag in include_tags for tag in (item.get('tags', []) or []))
+                            if matches_include(item.get('tags'))
                         ]
 
                     if exclude_tags:
+                        def matches_exclude(item_tags):
+                            if not item_tags and "__no_tags__" in exclude_tags:
+                                return True
+                            return any(tag in exclude_tags for tag in (item_tags or []))
+
                         filtered_data = [
                             item for item in filtered_data
-                            if not any(tag in exclude_tags for tag in (item.get('tags', []) or []))
+                            if not matches_exclude(item.get('tags'))
                         ]
 
 

static/css/components/search-filter.css

@@ -242,6 +242,20 @@
     border-color: var(--lora-error-border);
 }
 
+/* Subtle styling for special system tags like "No tags" */
+.filter-tag.special-tag {
+    border-style: dashed;
+    opacity: 0.8;
+    font-style: italic;
+}
+
+/* Ensure solid border and full opacity when active or excluded */
+.filter-tag.special-tag.active,
+.filter-tag.special-tag.exclude {
+    border-style: solid;
+    opacity: 1;
+}
+
 /* Tag filter styles */
 .tag-filter {
     display: flex;

static/js/managers/FilterManager.js

@@ -3,6 +3,7 @@ import { showToast, updatePanelPositions } from '../utils/uiHelpers.js';
 import { getModelApiClient } from '../api/modelApiFactory.js';
 import { removeStorageItem, setStorageItem, getStorageItem } from '../utils/storageHelpers.js';
 import { MODEL_TYPE_DISPLAY_NAMES } from '../utils/constants.js';
+import { translate } from '../utils/i18nHelpers.js';
 
 export class FilterManager {
     constructor(options = {}) {
@@ -131,6 +132,28 @@ export class FilterManager {
             this.applyTagElementState(tagEl, (this.filters.tags && this.filters.tags[tagName]) || 'none');
             tagsContainer.appendChild(tagEl);
         });
+
+        // Add "No tags" as a special filter at the end
+        const noTagsEl = document.createElement('div');
+        noTagsEl.className = 'filter-tag tag-filter special-tag';
+        const noTagsLabel = translate('header.filter.noTags', {}, 'No tags');
+        const noTagsKey = '__no_tags__';
+        noTagsEl.dataset.tag = noTagsKey;
+        noTagsEl.innerHTML = noTagsLabel;
+
+        noTagsEl.addEventListener('click', async () => {
+            const currentState = (this.filters.tags && this.filters.tags[noTagsKey]) || 'none';
+            const newState = this.getNextTriStateState(currentState);
+            this.setTagFilterState(noTagsKey, newState);
+            this.applyTagElementState(noTagsEl, newState);
+
+            this.updateActiveFiltersCount();
+
+            await this.applyFilters(false);
+        });
+
+        this.applyTagElementState(noTagsEl, (this.filters.tags && this.filters.tags[noTagsKey]) || 'none');
+        tagsContainer.appendChild(noTagsEl);
     }
 
     initializeLicenseFilters() {
@@ -255,12 +278,12 @@ export class FilterManager {
 
                     // Update selections based on stored filters
                     this.updateTagSelections();
-            }
+                }
-        })
+            })
-        .catch(error => {
+            .catch(error => {
-            console.error(`Error fetching base models for ${this.currentPage}:`, error);
+                console.error(`Error fetching base models for ${this.currentPage}:`, error);
-            baseModelTagsContainer.innerHTML = '<div class="tags-error">Failed to load base models</div>';
+                baseModelTagsContainer.innerHTML = '<div class="tags-error">Failed to load base models</div>';
-        });
+            });
     }
 
     async createModelTypeTags() {

tests/services/test_no_tags_filter.py

@@ -0,0 +1,104 @@
+import pytest
+from py.services.model_query import ModelFilterSet, FilterCriteria
+from py.services.recipe_scanner import RecipeScanner
+from pathlib import Path
+from py.config import config
+import asyncio
+from types import SimpleNamespace
+
+class StubSettings:
+    def get(self, key, default=None):
+        return default
+
+# --- Model Filtering Tests ---
+
+def test_model_filter_set_no_tags_include():
+    filter_set = ModelFilterSet(StubSettings())
+    data = [
+        {"name": "m1", "tags": ["tag1"]},
+        {"name": "m2", "tags": []},
+        {"name": "m3", "tags": None},
+        {"name": "m4", "tags": ["tag2"]},
+    ]
+    
+    # Include __no_tags__
+    criteria = FilterCriteria(tags={"__no_tags__": "include"})
+    result = filter_set.apply(data, criteria)
+    assert len(result) == 2
+    assert {item["name"] for item in result} == {"m2", "m3"}
+
+def test_model_filter_set_no_tags_exclude():
+    filter_set = ModelFilterSet(StubSettings())
+    data = [
+        {"name": "m1", "tags": ["tag1"]},
+        {"name": "m2", "tags": []},
+        {"name": "m3", "tags": None},
+        {"name": "m4", "tags": ["tag2"]},
+    ]
+    
+    # Exclude __no_tags__
+    criteria = FilterCriteria(tags={"__no_tags__": "exclude"})
+    result = filter_set.apply(data, criteria)
+    assert len(result) == 2
+    assert {item["name"] for item in result} == {"m1", "m4"}
+
+def test_model_filter_set_no_tags_mixed():
+    filter_set = ModelFilterSet(StubSettings())
+    data = [
+        {"name": "m1", "tags": ["tag1"]},
+        {"name": "m2", "tags": []},
+        {"name": "m3", "tags": None},
+        {"name": "m4", "tags": ["tag1", "tag2"]},
+    ]
+    
+    # Include tag1 AND __no_tags__
+    criteria = FilterCriteria(tags={"tag1": "include", "__no_tags__": "include"})
+    result = filter_set.apply(data, criteria)
+    # m1 (tag1), m2 (no tags), m3 (no tags), m4 (tag1)
+    assert len(result) == 4
+
+# --- Recipe Filtering Tests ---
+
+class StubLoraScanner:
+    def __init__(self):
+        self._cache = SimpleNamespace(raw_data=[], version_index={})
+    async def get_cached_data(self):
+        return self._cache
+    async def refresh_cache(self, force=False):
+        pass
+
+@pytest.fixture
+def recipe_scanner(tmp_path, monkeypatch):
+    monkeypatch.setattr(config, "loras_roots", [str(tmp_path)])
+    stub = StubLoraScanner()
+    scanner = RecipeScanner(lora_scanner=stub)
+    return scanner
+
+@pytest.mark.asyncio
+async def test_recipe_scanner_no_tags_filter(recipe_scanner):
+    scanner = recipe_scanner
+    
+    # Mock some recipe data
+    recipes = [
+        {"id": "r1", "tags": ["tag1"], "title": "R1"},
+        {"id": "r2", "tags": [], "title": "R2"},
+        {"id": "r3", "tags": None, "title": "R3"},
+    ]
+    
+    # We need to inject these into the scanner's cache
+    # Since get_paginated_data calls get_cached_data() which we stubbed
+    scanner._cache = SimpleNamespace(
+        raw_data=recipes,
+        sorted_by_date=recipes,
+        sorted_by_name=recipes
+    )
+    
+    # Test Include __no_tags__
+    result = await scanner.get_paginated_data(page=1, page_size=10, filters={"tags": {"__no_tags__": "include"}})
+    assert len(result["items"]) == 2
+    assert {item["id"] for item in result["items"]} == {"r2", "r3"}
+    
+    # Test Exclude __no_tags__
+    result = await scanner.get_paginated_data(page=1, page_size=10, filters={"tags": {"__no_tags__": "exclude"}})
+    assert len(result["items"]) == 1
+    assert result["items"][0]["id"] == "r1"