update the recommendation colors for both text and hex

recommendation/Modelfile.txt

@@ -5,6 +5,43 @@ PARAMETER top_p 0.9
 
 SYSTEM """You are the SmartFit AI Engine. Output ONLY raw JSON. NO reasoning, NO markdown, NO explanations.
 
+RULES:
+1. SIZE: Pick the LARGEST size category triggered by Chest, Waist, or Hip (measurements provided are in cm).
+   XS: C:<86 | W:<71 | H:<86
+   S:  C:89-94 | W:74-79 | H:89-94
+   M:  C:96-102| W:81-86 | H:96-102
+   L:  C:104-109|W:89-94 | H:104-109
+   XL: C:112-117|W:96-102|H:112-117
+   XXL:C:119-124|W:104-109|H:119-124
+   3XL:C:127-132|W:112-117|H:127-132
+   4XL:C:>132| W:>117| H:>132
+   (If any measurement exceeds 4XL, return "4XL")
+
+2. PANTS SIZE: Use Waist for Width (W) and Inseam for Length (L). Format output strictly as "W*L".
+   WIDTH LOOKUP:
+   - If Waist < 66 -> W=26
+   - If Waist 66-71 -> W=28
+   - If Waist 74-79 -> W=30
+   - If Waist 81-86 -> W=32
+   - If Waist 89-94 -> W=34
+   - If Waist 96-102 -> W=38
+   - If Waist 104-109 -> W=42
+   - If Waist 110-115 -> W=44
+   - If Waist > 115 -> W=46
+
+   LENGTH LOOKUP:
+   - If Inseam < 71 -> L=26
+   - If Inseam 71-74 -> L=28
+   - If Inseam 76-79 -> L=30
+   - If Inseam 81-84 -> L=32
+   - If Inseam 86-89 -> L=34
+FROM qwen2.5:3b 
+
+PARAMETER temperature 0.1
+PARAMETER top_p 0.9
+
+SYSTEM """You are the SmartFit AI Engine. Output ONLY raw JSON. NO reasoning, NO markdown, NO explanations.
+
 RULES:
 1. SIZE: Pick the LARGEST size category triggered by Chest, Waist, or Hip (measurements provided are in cm).
    XS: C:<86 | W:<71 | H:<86
@@ -41,23 +78,23 @@ RULES:
 
    EXAMPLE: Waist 89, Inseam 81 -> "34*32"
 
-3. RECOMMENDED COLORS (recommend exactly 5 based on skin tone):
-Fair: ["Emerald Green", "Royal Blue", "Ruby Red", "Silver", "Crisp White"]
-Light: ["Navy", "Hunter Green", "Burgundy", "Dusty Rose", "Lavender"]
-Medium: ["Olive", "Plum", "Deep Teal", "Metallic Bronze", "Forest Green"]
-Tan: ["White", "Mustard", "Earthy Brown", "Terracotta", "Coral"]
-Coco: ["Cobalt Blue", "Bright Orange", "Turquoise", "Vibrant Yellow", "Magenta"]
-Deep: ["Gold", "Pastel Pink", "Sky Blue", "Mint Green", "Royal Purple"]
-
-4. AVOID COLORS (recommend exactly 5 based on skin tone):
-Fair: ["Off-White", "Beige", "Camel", "Peachy Pink", "Soft Yellow"]
-Light: ["Beige", "Taupe", "Light Coral", "Pastel Yellow", "Pale Green"]
-Medium: ["Caramel", "Mustard", "Terracotta", "Light Gray", "Warm Orange"]
-Tan: ["Rust", "Pale Blue", "Neon Pink", "Dark Orange", "Deep Red"]
-Coco: ["Dark Brown", "Olive Green", "Deep Orange", "Warm Red", "Tan"]
-Deep: ["Dark Brown", "Charcoal", "Navy Blue", "Bright Yellow", "Black"]
+3. RECOMMENDED COLORS (recommend exactly 4 based on skin tone):
+Fair: ["Soft Navy", "Dusty Rose", "Cool Gray", "Lavender"]
+Light: ["Teal", "Soft Blue", "Mauve", "Charcoal Blue"]
+Medium: ["Olive", "Coral", "Cream", "Turquoise"]
+Tan: ["Emerald", "Mustard", "Burgundy", "Soft Navy"]
+Caramel: ["Burnt Orange", "Deep Purple", "Gold", "Forest Green"]
+Cocoa: ["Royal Blue", "Crimson", "White", "Fuchsia"]
+
+4. AVOID COLORS (recommend exactly 4 based on skin tone):
+Fair: ["Pure Black", "Neon Green", "Bright Orange", "Warm Beige"]
+Light: ["Neon Yellow", "Lime Green", "Bright Red", "White"]
+Medium: ["Icy Blue", "Cool Purple", "Silver", "Neon Pink"]
+Tan: ["Ash Gray", "Pale Yellow", "Mint Green", "Light Blue"]
+Caramel: ["Dusty Beige", "Dark Gray", "Pastel Pink", "Pale Blue"]
+Cocoa: ["Mud Brown", "Olive Drab", "Muted Gray", "Light Beige"]
 
 OUTPUT JSON ONLY:
-{"status":"success","shirt_size":"<size>","pants_size":"<W*L>","recommended_colors":["<color1>","<color2>","<color3>","<color4>","<color5>"],"avoid_colors":["<color1>","<color2>","<color3>","<color4>","<color5>"]}
-If input is missing or unreadable, return a fail-safe JSON: {"status":"success","shirt_size":"Custom","pants_size":"Custom","recommended_colors":["Navy", "Black", "White", "Gray", "Olive"],"avoid_colors":["Neon Pink", "Bright Yellow", "Neon Green", "Hot Pink", "Lime"]}
+{"status":"success","shirt_size":"<size>","pants_size":"<W*L>","recommended_colors":["<color1>","<color2>","<color3>","<color4>"],"avoid_colors":["<color1>","<color2>","<color3>","<color4>"]}
+If input is missing or unreadable, return a fail-safe JSON: {"status":"success","shirt_size":"Custom","pants_size":"Custom","recommended_colors":["Soft Navy","Cool Gray","Olive","White"],"avoid_colors":["Neon Pink","Neon Yellow","Pure Black","Bright Red"]}
 """

recommendation/service.py

@@ -13,25 +13,65 @@ OLLAMA_MODEL = os.getenv("OLLAMA_MODEL", "smartfit")
 
 
 COLOR_HEX_MAP = {
-    "Emerald Green": "#50C878", "Royal Blue": "#4169E1", "Ruby Red": "#9B111E", 
-    "Silver": "#C0C0C0", "Crisp White": "#FFFFFF", "Navy": "#000080", 
-    "Hunter Green": "#355E3B", "Burgundy": "#800020", "Dusty Rose": "#DCAE96", 
-    "Lavender": "#E6E6FA", "Olive": "#808000", "Plum": "#8E4585", 
-    "Deep Teal": "#003636", "Metallic Bronze": "#A57164", "Forest Green": "#228B22", 
-    "White": "#FFFFFF", "Mustard": "#FFDB58", "Earthy Brown": "#8B4513", 
-    "Terracotta": "#E2725B", "Coral": "#FF7F50", "Cobalt Blue": "#0047AB", 
-    "Bright Orange": "#FFAC1C", "Turquoise": "#40E0D0", "Vibrant Yellow": "#FFDA03", 
-    "Magenta": "#FF00FF", "Gold": "#FFD700", "Pastel Pink": "#FFD1DC", 
-    "Sky Blue": "#87CEEB", "Mint Green": "#98FF98", "Royal Purple": "#7851A9",
-    "Off-White": "#FAF9F6", "Beige": "#F5F5DC", "Camel": "#C19A6B", 
-    "Peachy Pink": "#FFDAB9", "Soft Yellow": "#FDFD96", "Taupe": "#483C32", 
-    "Light Coral": "#F08080", "Pastel Yellow": "#FDFD96", "Pale Green": "#98FB98", 
-    "Caramel": "#FFD59A", "Light Gray": "#D3D3D3", "Warm Orange": "#FF8C00", 
-    "Rust": "#B7410E", "Pale Blue": "#AFEEEE", "Neon Pink": "#FF10F0", 
-    "Dark Orange": "#FF8C00", "Deep Red": "#850101", "Dark Brown": "#654321", 
-    "Olive Green": "#BAB86C", "Deep Orange": "#FF8C00", "Warm Red": "#FF4500", 
-    "Tan": "#D2B48C", "Charcoal": "#36454F", "Navy Blue": "#000080", 
-    "Bright Yellow": "#FFEA00", "Black": "#000000"
+    # ----- RECOMMENDED -----
+    "Soft Navy": "#2C3E50",
+    "Dusty Rose": "#D8A7B1",
+    "Cool Gray": "#BDC3C7",
+    "Lavender": "#C8A2C8",
+
+    "Teal": "#1ABC9C",
+    "Soft Blue": "#5DADE2",
+    "Mauve": "#AF7AC5",
+    "Charcoal Blue": "#34495E",
+
+    "Olive": "#808000",
+    "Coral": "#FF7F50",
+    "Cream": "#FFFDD0",
+    "Turquoise": "#40E0D0",
+
+    "Emerald": "#2ECC71",
+    "Mustard": "#D4AC0D",
+    "Burgundy": "#800020",
+
+    "Burnt Orange": "#CC5500",
+    "Deep Purple": "#6A0DAD",
+    "Gold": "#FFD700",
+    "Forest Green": "#228B22",
+
+    "Royal Blue": "#4169E1",
+    "Crimson": "#DC143C",
+    "White": "#FFFFFF",
+    "Fuchsia": "#FF00FF",
+
+    # ----- AVOID -----
+    "Pure Black": "#000000",
+    "Neon Green": "#39FF14",
+    "Bright Orange": "#FF5F1F",
+    "Warm Beige": "#F5DEB3",
+
+    "Neon Yellow": "#FFFF33",
+    "Lime Green": "#32CD32",
+    "Bright Red": "#FF0000",
+
+    "Icy Blue": "#E0FFFF",
+    "Cool Purple": "#800080",
+    "Silver": "#C0C0C0",
+    "Neon Pink": "#FF1493",
+
+    "Ash Gray": "#B2BEB5",
+    "Pale Yellow": "#FFFFE0",
+    "Mint Green": "#98FF98",
+    "Light Blue": "#ADD8E6",
+
+    "Dusty Beige": "#D7CCC8",
+    "Dark Gray": "#A9A9A9",
+    "Pastel Pink": "#FFD1DC",
+    "Pale Blue": "#B0E0E6",
+
+    "Mud Brown": "#5C4033",
+    "Olive Drab": "#6B8E23",
+    "Muted Gray": "#808080",
+    "Light Beige": "#F5F5DC"
 }