Update app.py

app.py

@@ -355,17 +355,17 @@ def main():
                     )
                     st.write("LLM Initialized:")
 
-                    # model_name = "BAAI/bge-large-en"
-                    # model_kwargs = {'device': 'cpu'}
-                    # encode_kwargs = {'normalize_embeddings': False}
-                    # embeddings = HuggingFaceBgeEmbeddings(
-                    #     model_name=model_name,
-                    #     model_kwargs=model_kwargs,
-                    #     encode_kwargs=encode_kwargs
-                    # )
-
-                    embeddings = HuggingFaceInstructEmbeddings(model_name="hkunlp/instructor-xl",
-                                                      model_kwargs={"device": "cpu"})
+                    model_name = "BAAI/bge-large-en"
+                    model_kwargs = {'device': 'cpu'}
+                    encode_kwargs = {'normalize_embeddings': False}
+                    embeddings = HuggingFaceBgeEmbeddings(
+                        model_name=model_name,
+                        model_kwargs=model_kwargs,
+                        encode_kwargs=encode_kwargs
+                    )
+
+                    # embeddings = HuggingFaceInstructEmbeddings(model_name="hkunlp/instructor-xl",
+                    #                                   model_kwargs={"device": "cpu"})