Update models.py

models.py

@@ -280,22 +280,35 @@ class FallbackAnalyzer(BaseImageAnalyzer):
             width, height = image.size
             aspect_ratio = width / height
             
-            # Use professional_photography.py to analyze basic image properties
-            basic_description = f"Professional photograph with {width}x{height} resolution, aspect ratio {aspect_ratio:.2f}"
-            
-            # Let professional_photography.py enhance this
+            # Use REAL functions from professional_photography.py
             try:
-                enhancement_result = export_professional_prompt_enhancement(
-                    bagel_output=basic_description,
-                    bagel_metadata={"image_size": f"{width}x{height}", "aspect_ratio": aspect_ratio}
-                )
+                # Use the REAL function that exists
+                from professional_photography import get_professional_camera_setup
+                
+                # Create basic scene description
+                if aspect_ratio > 1.5:
+                    scene_keywords = ["landscape", "outdoor", "wide"]
+                    basic_description = "Wide shot composition with natural lighting and balanced framing"
+                elif aspect_ratio < 0.75:
+                    scene_keywords = ["portrait", "person", "face"]
+                    basic_description = "Portrait composition with professional lighting and sharp focus"
+                else:
+                    scene_keywords = ["general", "balanced"]
+                    basic_description = "Balanced composition with professional execution"
+                
+                # Get professional camera setup using REAL function
+                camera_config = get_professional_camera_setup(" ".join(scene_keywords))
+                camera_setup = f"shot on {camera_config.get('camera', 'Canon EOS R6')}, {camera_config.get('lens', '50mm f/1.8')}, ISO {camera_config.get('iso', '400')}"
+                
+                # Use REAL enhancement function
+                from professional_photography import enhance_flux_prompt_with_professional_knowledge
+                enhanced_description = enhance_flux_prompt_with_professional_knowledge(basic_description)
                 
-                description = enhancement_result["enhanced_prompt"]
-                camera_setup = enhancement_result["metadata"].get("technical_context", "")
+                description = enhanced_description
                 
             except Exception as e:
                 logger.warning(f"Professional enhancement failed in fallback: {e}")
-                # Basic fallback
+                # Simple fallback without professional functions
                 if aspect_ratio > 1.5:
                     description = "Wide shot composition with natural lighting and balanced framing"
                     camera_setup = "shot on Phase One XT, 24-70mm f/4 lens, ISO 100"