Update app.py

app.py

@@ -430,13 +430,16 @@ def compare_embeddings(file, query, embedding_models, custom_embedding_model, sp
         "search_type": search_type,
         "top_k": top_k,
         "lang": lang,
+        "apply_preprocessing": apply_preprocessing,
         "optimize_vocab": optimize_vocab,
+        "apply_phonetic": apply_phonetic,
         "phonetic_weight": phonetic_weight,
         "use_query_optimization": use_query_optimization,
         "use_reranking": use_reranking
     }
 
-    models = [model.strip().split(':') for model in embedding_models.split(',')]
+    # Parse the embedding models from the checkbox group
+    models = [model.split(':') for model in embedding_models]
     if custom_embedding_model:
         models.append(custom_embedding_model.strip().split(':'))