Update app.py

app.py

@@ -221,10 +221,11 @@ def upload():
     class_data = {}
     if  'inference_data' not in st.session_state \
         and 'non_form_inference_data' not in st.session_state \
-            and 'processed' not in st.session_state:
+            and 'processed' not in st.session_state \
+                and 'non_form_inference_performed' not in st.session_state:
         # st.session_state["inference_performed"] = False
         st.session_state['inference_data'] = []
-        # st.session_state['non_form_inference_performed'] = False
+        st.session_state['non_form_inference_performed'] = False
         st.session_state['non_form_inference_data'] = []
         st.session_state['processed'] = False
 
@@ -314,8 +315,10 @@ def upload():
         # if len(full_string) != 0:
         #     qa = rag("\n\n".join(json.dumps(data_dict) for data_dict in full_string))
         # else:
-        qa = rag("\n\n".join(json.dumps(data_dict) for data_dict in st.session_state['non_form_inference_data']))
-        st.session_state.rag = qa
+        if not st.session_state['non_form_inference_performed']
+            qa = rag("\n\n".join(json.dumps(data_dict) for data_dict in st.session_state['non_form_inference_data']))
+            st.session_state['non_form_inference_performed'] = True
+            st.session_state.rag = qa
        
         # col1, col2, col3 = st.columns([4,1,4]) 
         with col2: