Update main.py

main.py

@@ -33,8 +33,11 @@ Settings.llm = HuggingFaceInferenceAPI(
 #     model_name="BAAI/bge-small-en-v1.5"  
 # )  
 # Replace the embedding model with XLM-R
+# Settings.embed_model = HuggingFaceEmbedding(
+#     model_name="xlm-roberta-base"  # XLM-RoBERTa model for multilingual support
+# )
 Settings.embed_model = HuggingFaceEmbedding(
-    model_name="xlm-roberta-base"  # XLM-RoBERTa model for multilingual support
+    model_name="sentence-transformers/paraphrase-multilingual-mpnet-base-v2"
 )
 
 # Configure tokenizer and model if required