Update professional_photography.py

professional_photography.py

@@ -259,7 +259,7 @@ EXPERT_PHOTOGRAPHY_KNOWLEDGE = {
                 "use_carefully": "can be unflattering for portraits"
             }
         }
-    }
+    },
 # =====================================================
     # PARTE 2: REGLAS DE COMPOSICIÓN Y TÉCNICAS AVANZADAS
     # =====================================================
@@ -497,7 +497,7 @@ EXPERT_PHOTOGRAPHY_KNOWLEDGE = {
             "shutter_speed": "1/4s - 2s typically",
             "applications": ["creative landscapes", "abstract art", "impressionistic effects"]
         }
-    }
+    },
 # =====================================================
     # PARTE 3: CONFIGURACIONES ISO Y CONDICIONES DE LUZ
     # =====================================================
@@ -796,81 +796,81 @@ class ProfessionalPhotoAnalyzer:
         
         return ", ".join(context_parts)
 def _generate_professional_insight(self, scene_type: str, lighting_conditions: Dict[str, Any]) -> str:
-        """Generate professional photography insight based on scene and lighting"""
-        
-        insights = []
-        
-        # Scene-specific professional insights
-        if scene_type == "portrait_studio":
-            insights.append("Professional studio portraiture requires precise lighting control")
-            insights.append("3-point lighting setup ensures dimensional modeling of facial features")
-        elif scene_type == "portrait_exterior":
-            insights.append("Natural light portraiture benefits from soft, directional lighting")
-            insights.append("Golden hour provides optimal warmth and flattering illumination")
-        elif scene_type == "street_photography":
-            insights.append("Street photography requires anticipation and quick technical adaptation")
-            insights.append("Available light mastery is essential for authentic documentary capture")
-        elif scene_type == "landscape":
-            insights.append("Landscape photography demands patience for optimal natural lighting")
-            insights.append("Hyperfocal distance technique maximizes front-to-back sharpness")
-        elif scene_type == "architecture":
-            insights.append("Architectural photography emphasizes form, texture, and geometric precision")
-            insights.append("Side lighting reveals dimensional qualities and surface textures")
-        
-        # Lighting-specific insights
-        if lighting_conditions["type"] == "studio":
-            insights.append("Controlled studio environment allows precise mood and contrast control")
-        elif lighting_conditions["type"] == "natural":
-            insights.append("Natural lighting varies continuously, requiring adaptive technical approach")
-        elif lighting_conditions["type"] == "low_light":
-            insights.append("Low light conditions demand technical precision and creative interpretation")
-        
-        return ". ".join(insights)
+    """Generate professional photography insight based on scene and lighting"""
     
-    def generate_enhanced_context(self, bagel_description: str) -> Dict[str, Any]:
-        """
-        Main method: Generate professional photography context for BAGEL enhancement
-        NON-INVASIVE: Provides guidance without overriding BAGEL's creativity
-        """
-        
-        # Analyze the image description from BAGEL
-        scene_type = self.detect_scene_type(bagel_description)
-        lighting_conditions = self.analyze_lighting_conditions(bagel_description)
-        composition_guidance = self.get_composition_guidance(scene_type, bagel_description)
-        technical_context = self.get_technical_context(scene_type, lighting_conditions)
-        
-        enhanced_context = {
-            "scene_type": scene_type,
-            "lighting_analysis": lighting_conditions,
-            "technical_context": technical_context,
-            "composition_guidance": composition_guidance,
-            "professional_insight": self._generate_professional_insight(scene_type, lighting_conditions),
-            "equipment_recommendation": self.get_camera_recommendations(scene_type, lighting_conditions)
-        }
-        
-        return enhanced_context
+    insights = []
     
-    def format_bagel_enhancement_prompt(self, base_prompt: str, enhanced_context: Dict[str, Any]) -> str:
-        """
-        Format enhanced prompt for BAGEL while preserving its creative freedom
-        """
-        
-        context_guidance = f"""
-        
-        PROFESSIONAL PHOTOGRAPHY CONTEXT:
-        Scene Type: {enhanced_context['scene_type'].replace('_', ' ').title()}
-        Technical Setup: {enhanced_context['technical_context']}
-        
-        COMPOSITION CONSIDERATIONS:
-        {' • '.join(enhanced_context['composition_guidance'])}
-        
-        PROFESSIONAL INSIGHT:
-        {enhanced_context['professional_insight']}
-        
-        Apply these principles flexibly to enhance your creative analysis.
-        """
-        
-        return base_prompt + context_guidance
+    # Scene-specific professional insights
+    if scene_type == "portrait_studio":
+        insights.append("Professional studio portraiture requires precise lighting control")
+        insights.append("3-point lighting setup ensures dimensional modeling of facial features")
+    elif scene_type == "portrait_exterior":
+        insights.append("Natural light portraiture benefits from soft, directional lighting")
+        insights.append("Golden hour provides optimal warmth and flattering illumination")
+    elif scene_type == "street_photography":
+        insights.append("Street photography requires anticipation and quick technical adaptation")
+        insights.append("Available light mastery is essential for authentic documentary capture")
+    elif scene_type == "landscape":
+        insights.append("Landscape photography demands patience for optimal natural lighting")
+        insights.append("Hyperfocal distance technique maximizes front-to-back sharpness")
+    elif scene_type == "architecture":
+        insights.append("Architectural photography emphasizes form, texture, and geometric precision")
+        insights.append("Side lighting reveals dimensional qualities and surface textures")
+    
+    # Lighting-specific insights
+    if lighting_conditions["type"] == "studio":
+        insights.append("Controlled studio environment allows precise mood and contrast control")
+    elif lighting_conditions["type"] == "natural":
+        insights.append("Natural lighting varies continuously, requiring adaptive technical approach")
+    elif lighting_conditions["type"] == "low_light":
+        insights.append("Low light conditions demand technical precision and creative interpretation")
+    
+    return ". ".join(insights)
+
+def generate_enhanced_context(self, bagel_description: str) -> Dict[str, Any]:
+    """
+    Main method: Generate professional photography context for BAGEL enhancement
+    NON-INVASIVE: Provides guidance without overriding BAGEL's creativity
+    """
+    
+    # Analyze the image description from BAGEL
+    scene_type = self.detect_scene_type(bagel_description)
+    lighting_conditions = self.analyze_lighting_conditions(bagel_description)
+    composition_guidance = self.get_composition_guidance(scene_type, bagel_description)
+    technical_context = self.get_technical_context(scene_type, lighting_conditions)
+    
+    enhanced_context = {
+        "scene_type": scene_type,
+        "lighting_analysis": lighting_conditions,
+        "technical_context": technical_context,
+        "composition_guidance": composition_guidance,
+        "professional_insight": self._generate_professional_insight(scene_type, lighting_conditions),
+        "equipment_recommendation": self.get_camera_recommendations(scene_type, lighting_conditions)
+    }
+    
+    return enhanced_context
+
+def format_bagel_enhancement_prompt(self, base_prompt: str, enhanced_context: Dict[str, Any]) -> str:
+    """
+    Format enhanced prompt for BAGEL while preserving its creative freedom
+    """
+    
+    context_guidance = f"""
+    
+    PROFESSIONAL PHOTOGRAPHY CONTEXT:
+    Scene Type: {enhanced_context['scene_type'].replace('_', ' ').title()}
+    Technical Setup: {enhanced_context['technical_context']}
+    
+    COMPOSITION CONSIDERATIONS:
+    {' • '.join(enhanced_context['composition_guidance'])}
+    
+    PROFESSIONAL INSIGHT:
+    {enhanced_context['professional_insight']}
+    
+    Apply these principles flexibly to enhance your creative analysis.
+    """
+    
+    return base_prompt + context_guidance
 
 
 # =====================================================