Update app.py

app.py

@@ -613,24 +613,29 @@ Example: letter_queue = deque(random.sample(string.ascii_uppercase, 10))"""
     		api_name="/update_with_rag_md"
     )
     st.markdown(result)
+    st.write('🔍Run 2 - Multi-Agent Systems is Complete')
 
 # experimental 45 - - - - - - - - - - - - -<><><><><>
-    #if result:
-        #session_state["search_queries"].append(query)
-        #if query: 
-        #    search_arxiv(query)
-        #    search_glossary(query)
-        #st.markdown(' ')
         
-    st.write('🔍Run 2 - Long Form Summary')
-
-    # 🔍Run PaperSummarizer - plain query
+    # 🔍Run PaperSummarizer
     PaperSummarizer = '  Create a diagram graphical representation of this: Summarize this paper set with short emoji outlines and preserve links, shortening it significantly. Create emoji filled short summaries per paper structured as markdown tables and outlines and show full markdown code listing.  '
     result = str(result).replace('\n', ' ').replace('|', '   ')
-    
     response = chat_with_model45(PaperSummarizer + result)        
     all = query + '   ' + response
-    st.write('🔍Run Paper Summarizer is Complete.')
+    st.write('🔍Run 3 - Paper Summarizer is Complete.')
+
+    # 🔍Run AppSpecifier
+    AppSpecifier = '  Design and write a creative superpower creating specification for a genius coder which has the scientific methods of steps and functions defined in a multiple markdown topic table and outline ensemble which serves as a thesis and comprehensive plan to build.'
+    result = str(result).replace('\n', ' ').replace('|', '   ')
+    response = chat_with_model45(AppSpecifier + response + result)        
+    st.write('🔍Run 4 - AppSpecifier is Complete.')
+    
+    # 🔍Run PythonAppCoder
+    PythonAppCoder = '  Create a streamlit python app implementing the following list of features using appropriate libraries and function design using streamlit.  Show full code listing as output with no commentary.  '
+    result = str(result).replace('\n', ' ').replace('|', '   ')
+    response = chat_with_model45(PythonAppCoder + response + result)        
+    st.write('🔍Run Python AppCoder is Complete.')
+
 # experimental 45 - - - - - - - - - - - - -<><><><><>