Update app.py

app.py

@@ -112,8 +112,11 @@ def get_image_embedding(image_path):
 
         # CASE 2: Embedding is larger than 384 (e.g., 512) → Apply PCA ✅
         elif len(image_embedding) > 384:
-            pca = PCA(n_components=384)
+            
+            pca = PCA(n_components=384, svd_solver='auto')  # Auto solver for stability
             image_embedding = pca.fit_transform(image_embedding.reshape(1, -1)).flatten()
+            print(f"Reduced image embedding shape: {image_embedding.shape}")
+           
 
         # CASE 3: Embedding is smaller than 384 → Apply Padding ❌
         else: