update colors

_colors.json

@@ -1,14 +1,15 @@
 {
   "Malabar": "#000000",
-  "Venus": "#808080",
+  "Mars": "#FF0000",
+  "Venus": "#FFD700",
+  "Sun": "#FFA500",
+  "Earth": "#228B22",
+  "Atoms": "#008B8B",
+  "Narrator": "#708090",
+  "Volcanoes": "#8B0000",
+  "Asteroids": "#696969",
   "Jupiter": "#D2691E",
   "Moon": "#A9A9A9",
-  "Mars": "#FF4500",
-  "Narrator": "#808080",
-  "Asteroids": "#808080",
-  "Comet": "#808080",
-  "Volcanoes": "#8B0000",
   "Song": "#4682B4",
-  "Earth": "#228B22",
+  "Comet": "#DAA520"
-  "Atoms": "#808080"
 }

step5_assign_colors.py

@@ -37,7 +37,11 @@ OUTPUT_FILE = Path("_colors.json")
 
 # Fixed color assignments
 FIXED_COLORS = {
-    "Malabar": "#000000"  # Black
+    "Malabar": "#000000",  # Black
+    "Mars": "#FF0000",     # Red
+    "Venus": "#FFD700",    # Gold
+    "Sun": "#FFA500",      # Bright gold/orange
+    "Earth": "#228B22"     # Forest green
 }
 
 # Default configurations for different providers
@@ -97,43 +101,75 @@ def collect_speakers(input_dir: Path) -> Set[str]:
     return speakers
 
 
-def assign_colors(speakers: Set[str], client: OpenAI, model: str) -> Dict[str, str]:
+def get_unique_fallback_color(index: int) -> str:
-    """Assign colors to speakers using LLM."""
+    """Generate a unique fallback color from a palette."""
-    # Start with fixed colors
+    # Distinct color palette for fallback (dark enough for white background)
-    color_mapping = FIXED_COLORS.copy()
+    palette = [
+        "#8B4513",  # Saddle Brown
+        "#556B2F",  # Dark Olive Green
+        "#483D8B",  # Dark Slate Blue
+        "#2F4F4F",  # Dark Slate Gray
+        "#8B008B",  # Dark Magenta
+        "#4B0082",  # Indigo
+        "#191970",  # Midnight Blue
+        "#006400",  # Dark Green
+        "#8B0000",  # Dark Red
+        "#B8860B",  # Dark Goldenrod
+        "#5F9EA0",  # Cadet Blue
+        "#708090",  # Slate Gray
+        "#CD853F",  # Peru
+        "#BC8F8F",  # Rosy Brown
+        "#4682B4",  # Steel Blue
+        "#6B8E23",  # Olive Drab
+        "#9370DB",  # Medium Purple
+        "#8FBC8F",  # Dark Sea Green
+        "#CD5C5C",  # Indian Red
+        "#4169E1",  # Royal Blue
+    ]
+    return palette[index % len(palette)]
+
+
+def call_llm_for_colors(speakers: List[str], client: OpenAI, model: str, 
+                        existing_mapping: Dict[str, str], attempt: int = 1) -> Dict[str, str]:
+    """Call LLM to assign colors to speakers. Returns parsed color mapping."""
+    speakers_list = ", ".join(speakers)
     
-    # Filter out speakers that already have fixed colors
+    existing_info = ""
-    remaining_speakers = [s for s in speakers if s not in color_mapping]
+    if existing_mapping:
-    
+        existing_colors = [f"  - {k} → {v}" for k, v in existing_mapping.items()]
-    if not remaining_speakers:
+        existing_info = f"\nAlready assigned:\n" + "\n".join(existing_colors)
-        return color_mapping
-    
-    # Build prompt
-    speakers_list = ", ".join(remaining_speakers)
     
     prompt = f"""Assign CSS hex color codes to each speaker from "Little Malabar" based on their characteristics.
 
 Speakers to assign colors:
-{speakers_list}
+{speakers_list}{existing_info}
 
 Color assignment guidelines (use hex codes like #FF0000):
-- Mars → #CD5C5C (red planet) or #FF4500
-- Earth → #228B22 (forest green) or #4169E1 (royal blue)
 - Moon → #A9A9A9 (dark gray) - avoid light colors
-- Sun → #FFA500 (orange) - avoid light colors
 - Jupiter → #D2691E (chocolate/orange)
 - Galaxy → #9370DB (medium purple) or #FF69B4 (hot pink)
 - Star → #DAA520 (goldenrod) or #B8860B (dark goldenrod) - avoid white/light colors
 - Volcano → #8B0000 (dark red) or #FF4500 (orange red)
 - Kangaroo/Giraffe → #D2691E (chocolate) or #8B4513 (saddle brown)
 - Song → #4682B4 (steel blue) or #9370DB (medium purple) - avoid light colors
+- Asteroids → #696969 (dim gray) or #A9A9A9 (dark gray)
+- Atoms → #20B2AA (light sea green) or #008B8B (dark cyan)
+- Comet → #FFD700 (gold) or #DAA520 (goldenrod)
+- Narrator → #708090 (slate gray) or #778899 (light slate gray)
 
-IMPORTANT: Do NOT use light colors like #FFFFFF (white), #FFFACD, #87CEEB, #C0C0C0. All colors must be dark enough to read on white backgrounds.
+IMPORTANT: 
+- Do NOT use light colors like #FFFFFF (white), #FFFACD, #87CEEB, #C0C0C0
+- All colors must be dark enough to read on white backgrounds
+- Each speaker should have a UNIQUE color (no duplicates!)
 
-Fixed assignment:
+Fixed assignments (DO NOT change these):
-- Malabar → #000000 (black, already set)
+- Malabar → #000000 (black)
+- Mars → #FF0000 (red)
+- Venus → #FFD700 (gold)
+- Sun → #FFA500 (bright gold)
+- Earth → #228B22 (green)
 
-Reply with ONLY a JSON object mapping speaker names to hex color codes:
+Reply with ONLY a JSON object mapping the remaining speaker names to hex color codes:
 {{"SpeakerName": "#RRGGBB", ...}}
 
 JSON:"""
@@ -146,7 +182,8 @@ JSON:"""
                 {"role": "user", "content": prompt}
             ],
             temperature=0.3,
-            max_tokens=500
+            max_tokens=500,
+            extra_body={"thinking": {"type": "disabled"}}  # Disable thinking
         )
         
         message = response.choices[0].message
@@ -161,46 +198,58 @@ JSON:"""
         if json_match:
             try:
                 parsed = json.loads(json_match.group())
-                for speaker, color in parsed.items():
+                return {k: v for k, v in parsed.items() if k in speakers}
-                    if speaker in remaining_speakers:
-                        color_mapping[speaker] = color
             except json.JSONDecodeError:
-                print(f"    Warning: Could not parse JSON response")
+                print(f"    Warning: Could not parse JSON response on attempt {attempt}")
         
-        # Assign default hex colors for any remaining speakers
+        return {}
-        for speaker in remaining_speakers:
-            if speaker not in color_mapping:
-                # Simple fallback based on name (using hex codes)
-                name_lower = speaker.lower()
-                if 'mars' in name_lower:
-                    color_mapping[speaker] = "#FF4500"  # Orange red
-                elif 'earth' in name_lower:
-                    color_mapping[speaker] = "#228B22"  # Forest green
-                elif 'moon' in name_lower:
-                    color_mapping[speaker] = "#A9A9A9"  # Dark gray
-                elif 'sun' in name_lower:
-                    color_mapping[speaker] = "#FFA500"  # Orange
-                elif 'jupiter' in name_lower:
-                    color_mapping[speaker] = "#D2691E"  # Chocolate/orange
-                elif 'star' in name_lower:
-                    color_mapping[speaker] = "#DAA520"  # Goldenrod
-                elif 'galaxy' in name_lower:
-                    color_mapping[speaker] = "#9370DB"  # Medium purple
-                elif 'volcano' in name_lower:
-                    color_mapping[speaker] = "#8B0000"  # Dark red
-                elif 'song' in name_lower:
-                    color_mapping[speaker] = "#4682B4"  # Steel blue
-                else:
-                    color_mapping[speaker] = "#808080"  # Gray
-        
-        return color_mapping
         
     except Exception as e:
-        print(f"    Error assigning colors: {e}")
+        print(f"    Error calling LLM on attempt {attempt}: {e}")
-        # Return defaults for all remaining speakers
+        return {}
-        for speaker in remaining_speakers:
+
-            color_mapping[speaker] = "gray"
+
+def assign_colors(speakers: Set[str], client: OpenAI, model: str) -> Dict[str, str]:
+    """Assign colors to speakers using LLM with retry logic."""
+    # Start with fixed colors
+    color_mapping = FIXED_COLORS.copy()
+    
+    # Filter out speakers that already have fixed colors
+    remaining_speakers = [s for s in speakers if s not in color_mapping]
+    
+    if not remaining_speakers:
         return color_mapping
+    
+    max_retries = 3
+    
+    for attempt in range(1, max_retries + 1):
+        # Get speakers that still need colors
+        still_need_colors = [s for s in remaining_speakers if s not in color_mapping]
+        
+        if not still_need_colors:
+            break  # All speakers have colors
+        
+        if attempt > 1:
+            print(f"    Retry {attempt-1}: {len(still_need_colors)} speakers still need colors...")
+        
+        # Call LLM to get colors
+        llm_result = call_llm_for_colors(still_need_colors, client, model, color_mapping, attempt)
+        
+        # Merge results
+        for speaker, color in llm_result.items():
+            if speaker in still_need_colors:
+                color_mapping[speaker] = color
+    
+    # Check for any remaining speakers without colors
+    still_need_colors = [s for s in remaining_speakers if s not in color_mapping]
+    
+    if still_need_colors:
+        print(f"    Using fallback colors for {len(still_need_colors)} speakers...")
+        # Assign unique fallback colors from palette
+        for idx, speaker in enumerate(still_need_colors):
+            color_mapping[speaker] = get_unique_fallback_color(idx)
+    
+    return color_mapping
 
 
 def main():