Update app110.py

app110.py

@@ -536,7 +536,7 @@ if "task_choice" in st.session_state:
                             key='download-json-persistent'
                         )
                         # Display the labeled examples
-                        st.markdown("##### 📋 Labeled Examples Preview")
+                        st.markdown("##### 📋 Generated Examples Preview")
                         st.dataframe(df, use_container_width=True)
                         
                     if st.button("Continue"):
@@ -682,28 +682,7 @@ if "task_choice" in st.session_state:
                 labels_valid = not errors  # True if no validation errors
 
         elif classification_type == "Named Entity Recognition (NER)":
-            # # NER entity options
-            # ner_entities = [
-            #     "PERSON - Names of people, fictional characters, historical figures",
-            #     "ORG - Companies, institutions, agencies, teams",
-            #     "LOC - Physical locations (mountains, oceans, etc.)",
-            #     "GPE - Countries, cities, states, political regions",
-            #     "DATE - Calendar dates, years, centuries",
-            #     "TIME - Times, durations",
-            #     "MONEY - Monetary values with currency"
-            # ]
-            # selected_entities = st.multiselect(
-            #      "Select entities to recognize", 
-            #     ner_entities,
-            #     default=["PERSON - Names of people, fictional characters, historical figures",
-            #              "ORG - Companies, institutions, agencies, teams",
-            #             "LOC - Physical locations (mountains, oceans, etc.)",
-            #             "GPE - Countries, cities, states, political regions",
-            #             "DATE - Calendar dates, years, centuries",
-            #             "TIME - Times, durations",
-            #             "MONEY - Monetary values with currency"],
-            #             key="ner_entity_selection"
-            # )
+           
             #new 22/4/2025
             #if classification_type == "Named Entity Recognition (NER)":
             use_few_shot = True