Update app.py

app.py

@@ -227,10 +227,15 @@ with gr.Blocks(css=css) as demo:
 
 
     with gr.Column(elem_id="col-container"):
-
+        with open("embeddings.pkl", 'rb') as f: 
+            new_docsearch = pickle.load(f)
+            
+        query = str("performance")
+        docs = new_docsearch.similarity_search(query)
+           
         gr.Markdown("""# Chat with Needs Assessment Experts (Past and Present)
                     ## Ask questions of experts on needs assessments, get responses from *needs assessment* version of ChatGPT.
-                    Ask questions of all of them, or pick your expert.""",
+                    Ask questions of all of them, or pick your expert.""" + docs,
                     elem_id="header")