reconstruct whole recommendation pipeline and add new rec mode one-ask-for-all

app/taxonomy.py

@@ -7,26 +7,46 @@ OCCASION = [
     "Garden Party / Daytime Event"
 ]
 
-CATEGORY = {
+FASHION_TAXONOMY = {
     'clothing': [
-        'coats',
-        'jackets',
-        'blazers',
-        'puffer',
-        'cardigan',
-        'sweater',
-        'shirts',
-        't-shirts',
-        'pullover',
-        'polos',
-        'bodysuits',
-        'dresses',
-        'skirts',
-        'jeans',
-        'shorts',
-        'leggings',
-        'jumpsuits',
-        'swimwear',
+        # --- Tops ---
+        't-shirts',          # T恤
+        'shirts',            # 衬衫 (泛指梭织)
+        'blouses',           # 女式衬衫
+        'polo shirts',       # Polo衫
+        'tank tops',         # 背心/坎肩
+        'camisoles',         # 吊带背心
+        # --- Knits/Sweaters ---
+        'sweaters',          # 毛衣 (泛指)
+        'cardigans',         # 开衫
+        'pullovers',         # 套头衫
+        'hoodies',           # 连帽衫
+        'sweatshirts',       # 圆领卫衣
+        'vests',             # 马甲/背心 (外穿)
+        # --- Outerwear ---
+        'coats',             # 大衣 (长款)
+        'jackets',           # 夹克 (短款)
+        'blazers',           # 西装外套
+        # --- Bottoms ---
+        'jeans',             # 牛仔裤 (虽是材质，但在时尚界视为独立大类)
+        'trousers',          # 西裤/正装长裤
+        'pants',             # 长裤 (泛指休闲)
+        'joggers',           # 束脚裤
+        'leggings',          # 打底裤/紧身裤
+        'shorts',            # 短裤
+        'skirts',            # 半身裙
+        'skorts',            # 裙裤
+        # --- One-Piece ---
+        'dresses',           # 连衣裙
+        'jumpsuits',         # 连体长裤
+        'bodysuits',         # 连体紧身衣
+        'suits',             # 套装 (西装套)
+        # --- Intimates/Swim ---
+        'bras',              # 文胸
+        'underwear',         # 内衣
+        'lingerie',          # 性感内衣
+        'pajamas',           # 睡衣套装
+        'swimwear',          # 泳装
     ],
     'shoes': [
         'sneakers',
@@ -38,22 +58,37 @@ CATEGORY = {
         'boots',
     ],
     'bags': [
-        'bags'
+        'shoulder bags',
+        'crossbody',
+        'bucket bags',
+        'tote bags',
+        'clutch bags',
+        'backpacks',
+        'travel bags',
+        'luggage',
     ],
     'accessories': [
+        # --- Jewelry & Watches ---
         'necklaces',
+        'earrings',
         'bracelets',
-        'jewellery',
-        'eyewear',
-        'scarves',
+        'rings',
+        'cufflinks',
+        'watches',
+        # --- Head/Face ---
         'hats',
-        'gloves',
+        'eyewear',
+        # --- Body/Textile ---
         'belts',
-        'socks',
-        'watches'
+        'scarves',
+        'gloves',
         'ties',
+        'bow ties',
+        'pocket squares',
+        'socks',
     ]
 }
-ALL_CATEGORY = sum(CATEGORY.values(), [])
+CATEGORY_LIST = list(FASHION_TAXONOMY.keys())
+ALL_SUBCATEGORY_LIST = sum(FASHION_TAXONOMY.values(), [])
 
-IGNORE_CATEGORY = ['socks']
+IGNORE_SUBCATEGORY = ['socks']