Update app.py

app.py

@@ -21,7 +21,6 @@ from services.qa_service.qna import QAService
 @spaces.GPU
 def process_transcripts(files, context, session_key):
     
-    print(session_key)
     with EmbeddingService(conf, 
                           pinecone=pc_connector,
                           session_key=session_key) as e:
@@ -31,7 +30,6 @@ def process_transcripts(files, context, session_key):
 @spaces.GPU
 def retrieve_answer(question, goals, session_key):
     
-    print(session_key)
     with QAService(conf, 
                    pinecone=pc_connector, 
                    model_pipeline=pipelines, 
@@ -44,14 +42,21 @@ def retrieve_answer(question, goals, session_key):
 
 
 def drop_namespace(arg):
-  print("Deleted namespace: " + arg)
+    if conf["embeddings"]["override"]:
+        pass
+        print("Maintained Namespace: " + conf["embeddings"]["demo_namespace"])
+    else:
+        index = pc_connector.Index(conf["embeddings"]["index_name"])
+        stats=index.DescribeIndexStats()
+        if arg in stats['namespaces'].keys():        
+            pc_connector.delete(namespace=arg, delete_all=True)
+        print("Deleted namespace: " + arg)
 
 def generate_key():
     unique_key = str(uuid.uuid1())
     unique_key = 'User_' + unique_key
-    timer = threading.Timer(10, drop_namespace, [unique_key]) 
+    timer = threading.Timer(100, drop_namespace, [unique_key]) 
     timer.start()
-    # generate new namespace in pinecone
     
     return unique_key