diff --git a/app.log b/app.log
index 2ada6c6..ba96933 100644
--- a/app.log
+++ b/app.log
@@ -9,8 +9,8 @@ DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag/__pycache__', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='__pycache__'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag/__pycache__', wd=2, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag/__init__.py', wd=1, mask=IN_OPEN, cookie=0, name='__init__.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag/__init__.py', wd=4, mask=IN_OPEN, cookie=0, name='__init__.py'>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag/__init__.py', wd=1, mask=IN_OPEN, cookie=0, name='__init__.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag/document_reader.py', wd=1, mask=IN_OPEN, cookie=0, name='document_reader.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag/document_reader.py', wd=4, mask=IN_OPEN, cookie=0, name='document_reader.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag/new_chromadb.py', wd=1, mask=IN_OPEN, cookie=0, name='new_chromadb.py'>
@@ -22,65 +22,81 @@ DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/__pycache__', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='__pycache__'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/__pycache__', wd=2, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/__init__.py', wd=1, mask=IN_OPEN, cookie=0, name='__init__.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/__init__.py', wd=3, mask=IN_OPEN, cookie=0, name='__init__.py'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/api.py', wd=1, mask=IN_OPEN, cookie=0, name='api.py'>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/__init__.py', wd=1, mask=IN_OPEN, cookie=0, name='__init__.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/api.py', wd=3, mask=IN_OPEN, cookie=0, name='api.py'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/payload_construction.py', wd=3, mask=IN_OPEN, cookie=0, name='payload_construction.py'>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/api.py', wd=1, mask=IN_OPEN, cookie=0, name='api.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/payload_construction.py', wd=1, mask=IN_OPEN, cookie=0, name='payload_construction.py'>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/payload_construction.py', wd=3, mask=IN_OPEN, cookie=0, name='payload_construction.py'>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/brmsCall.py', wd=3, mask=IN_OPEN, cookie=0, name='brmsCall.py'>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/brmsCall.py', wd=1, mask=IN_OPEN, cookie=0, name='brmsCall.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/saveConversation.py', wd=1, mask=IN_OPEN, cookie=0, name='saveConversation.py'>
 DEBUG:urllib3.connectionpool:https://us-api.i.posthog.com:443 "POST /batch/ HTTP/1.1" 200 15
 DEBUG:httpcore.connection:connect_tcp.started host='127.0.0.1' port=11434 local_address=None timeout=None socket_options=None
-DEBUG:httpcore.connection:connect_tcp.complete return_value=<httpcore._backends.sync.SyncStream object at 0x747d5c13ede0>
+DEBUG:httpcore.connection:connect_tcp.complete return_value=<httpcore._backends.sync.SyncStream object at 0x7a69c02f25a0>
 DEBUG:httpcore.http11:send_request_headers.started request=<Request [b'POST']>
 DEBUG:httpcore.http11:send_request_headers.complete
 DEBUG:httpcore.http11:send_request_body.started request=<Request [b'POST']>
 DEBUG:httpcore.http11:send_request_body.complete
 DEBUG:httpcore.http11:receive_response_headers.started request=<Request [b'POST']>
-DEBUG:httpcore.http11:receive_response_headers.complete return_value=(b'HTTP/1.1', 200, b'OK', [(b'Content-Type', b'application/json; charset=utf-8'), (b'Date', b'Tue, 20 Aug 2024 16:26:41 GMT'), (b'Transfer-Encoding', b'chunked')])
+DEBUG:httpcore.http11:receive_response_headers.complete return_value=(b'HTTP/1.1', 200, b'OK', [(b'Content-Type', b'application/json; charset=utf-8'), (b'Date', b'Wed, 21 Aug 2024 10:17:26 GMT'), (b'Transfer-Encoding', b'chunked')])
+INFO:httpx:HTTP Request: POST http://127.0.0.1:11434/api/generate "HTTP/1.1 200 OK"
+DEBUG:httpcore.http11:receive_response_body.started request=<Request [b'POST']>
+DEBUG:httpcore.http11:receive_response_body.complete
+DEBUG:httpcore.http11:response_closed.started
+DEBUG:httpcore.http11:response_closed.complete
+DEBUG:urllib3.connectionpool:Starting new HTTP connection (1): 10.21.8.3:9090
+DEBUG:urllib3.connectionpool:http://10.21.8.3:9090 "POST /DecisionService/rest/v1/assurance_deploy/OD_assurance/ HTTP/1.1" 200 149
+INFO:root:Response generated. with model : openchat:latest
+DEBUG:httpcore.http11:send_request_headers.started request=<Request [b'POST']>
+DEBUG:httpcore.http11:send_request_headers.complete
+DEBUG:httpcore.http11:send_request_body.started request=<Request [b'POST']>
+DEBUG:httpcore.http11:send_request_body.complete
+DEBUG:httpcore.http11:receive_response_headers.started request=<Request [b'POST']>
+DEBUG:urllib3.connectionpool:https://us-api.i.posthog.com:443 "POST /batch/ HTTP/1.1" 200 15
+DEBUG:httpcore.http11:receive_response_headers.complete return_value=(b'HTTP/1.1', 200, b'OK', [(b'Content-Type', b'application/x-ndjson'), (b'Date', b'Wed, 21 Aug 2024 10:17:27 GMT'), (b'Transfer-Encoding', b'chunked')])
+INFO:httpx:HTTP Request: POST http://127.0.0.1:11434/api/generate "HTTP/1.1 200 OK"
+DEBUG:httpcore.http11:receive_response_body.started request=<Request [b'POST']>
+DEBUG:httpcore.http11:receive_response_body.complete
+DEBUG:httpcore.http11:response_closed.started
+DEBUG:httpcore.http11:response_closed.complete
+DEBUG:httpcore.connection:close.started
+DEBUG:httpcore.connection:close.complete
+DEBUG:httpcore.connection:connect_tcp.started host='127.0.0.1' port=11434 local_address=None timeout=None socket_options=None
+DEBUG:httpcore.connection:connect_tcp.complete return_value=<httpcore._backends.sync.SyncStream object at 0x7a69c01f0b90>
+DEBUG:httpcore.http11:send_request_headers.started request=<Request [b'POST']>
+DEBUG:httpcore.http11:send_request_headers.complete
+DEBUG:httpcore.http11:send_request_body.started request=<Request [b'POST']>
+DEBUG:httpcore.http11:send_request_body.complete
+DEBUG:httpcore.http11:receive_response_headers.started request=<Request [b'POST']>
+DEBUG:httpcore.http11:receive_response_headers.complete return_value=(b'HTTP/1.1', 200, b'OK', [(b'Content-Type', b'application/json; charset=utf-8'), (b'Date', b'Wed, 21 Aug 2024 10:18:06 GMT'), (b'Transfer-Encoding', b'chunked')])
+INFO:httpx:HTTP Request: POST http://127.0.0.1:11434/api/generate "HTTP/1.1 200 OK"
+DEBUG:httpcore.http11:receive_response_body.started request=<Request [b'POST']>
+DEBUG:httpcore.http11:receive_response_body.complete
+DEBUG:httpcore.http11:response_closed.started
+DEBUG:httpcore.http11:response_closed.complete
+DEBUG:urllib3.connectionpool:Starting new HTTP connection (1): 10.21.8.3:9090
+DEBUG:urllib3.connectionpool:http://10.21.8.3:9090 "POST /DecisionService/rest/v1/assurance_deploy/OD_assurance/ HTTP/1.1" 200 151
+INFO:root:Response generated. with model : openchat:latest
+DEBUG:httpcore.http11:send_request_headers.started request=<Request [b'POST']>
+DEBUG:httpcore.http11:send_request_headers.complete
+DEBUG:httpcore.http11:send_request_body.started request=<Request [b'POST']>
+DEBUG:httpcore.http11:send_request_body.complete
+DEBUG:httpcore.http11:receive_response_headers.started request=<Request [b'POST']>
+DEBUG:httpcore.http11:receive_response_headers.complete return_value=(b'HTTP/1.1', 200, b'OK', [(b'Content-Type', b'application/x-ndjson'), (b'Date', b'Wed, 21 Aug 2024 10:18:08 GMT'), (b'Transfer-Encoding', b'chunked')])
 INFO:httpx:HTTP Request: POST http://127.0.0.1:11434/api/generate "HTTP/1.1 200 OK"
 DEBUG:httpcore.http11:receive_response_body.started request=<Request [b'POST']>
 DEBUG:httpcore.http11:receive_response_body.complete
 DEBUG:httpcore.http11:response_closed.started
 DEBUG:httpcore.http11:response_closed.complete
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
@@ -91,38 +107,24 @@ DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
@@ -132,35 +134,21 @@ DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
@@ -176,22 +164,9 @@ DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_MODIFY, cookie=0, name='generateS.py'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_MODIFY, cookie=0, name='generateS.py'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_CLOSE_WRITE, cookie=0, name='generateS.py'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
@@ -199,78 +174,13 @@ DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/streamapp.py', wd=1, mask=IN_OPEN, cookie=0, name='streamapp.py'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/__pycache__/__init__.cpython-312.pyc', wd=2, mask=IN_OPEN, cookie=0, name='__init__.cpython-312.pyc'>
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-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag/__pycache__/new_chromadb.cpython-312.pyc', wd=6, mask=IN_OPEN, cookie=0, name='new_chromadb.cpython-312.pyc'>
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-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag/__pycache__/document_reader.cpython-312.pyc', wd=2, mask=IN_OPEN, cookie=0, name='document_reader.cpython-312.pyc'>
-DEBUG:chromadb.api.segment:Collection documentsTest already exists, returning existing collection.
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-WARNING:chromadb.segment.impl.vector.local_persistent_hnsw:Add of existing embedding ID: text.txt_3
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-DEBUG:httpcore.connection:close.started
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-DEBUG:httpcore.http11:send_request_body.started request=<Request [b'POST']>
-DEBUG:httpcore.http11:send_request_body.complete
-DEBUG:httpcore.http11:receive_response_headers.started request=<Request [b'POST']>
-DEBUG:httpcore.http11:receive_response_headers.complete return_value=(b'HTTP/1.1', 200, b'OK', [(b'Content-Type', b'application/json; charset=utf-8'), (b'Date', b'Tue, 20 Aug 2024 16:28:42 GMT'), (b'Transfer-Encoding', b'chunked')])
-INFO:httpx:HTTP Request: POST http://127.0.0.1:11434/api/generate "HTTP/1.1 200 OK"
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-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:urllib3.connectionpool:https://us-api.i.posthog.com:443 "POST /batch/ HTTP/1.1" 200 15
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
@@ -283,91 +193,73 @@ DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/payload_construction.py', wd=3, mask=IN_OPEN, cookie=0, name='payload_construction.py'>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/payload_construction.py', wd=1, mask=IN_OPEN, cookie=0, name='payload_construction.py'>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/payload_construction.py', wd=3, mask=IN_OPEN, cookie=0, name='payload_construction.py'>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/payload_construction.py', wd=1, mask=IN_OPEN, cookie=0, name='payload_construction.py'>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/payload_construction.py', wd=3, mask=IN_OPEN, cookie=0, name='payload_construction.py'>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/payload_construction.py', wd=1, mask=IN_OPEN, cookie=0, name='payload_construction.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/payload_construction.py', wd=1, mask=IN_OPEN, cookie=0, name='payload_construction.py'>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/payload_construction.py', wd=3, mask=IN_OPEN, cookie=0, name='payload_construction.py'>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/payload_construction.py', wd=3, mask=IN_OPEN, cookie=0, name='payload_construction.py'>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/payload_construction.py', wd=1, mask=IN_OPEN, cookie=0, name='payload_construction.py'>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/payload_construction.py', wd=3, mask=IN_OPEN, cookie=0, name='payload_construction.py'>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/payload_construction.py', wd=1, mask=IN_OPEN, cookie=0, name='payload_construction.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
@@ -375,27 +267,23 @@ DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/memory.py', wd=1, mask=IN_OPEN, cookie=0, name='memory.py'>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/memory.py', wd=1, mask=IN_OPEN, cookie=0, name='memory.py'>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/memory.py', wd=1, mask=IN_OPEN, cookie=0, name='memory.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_MODIFY, cookie=0, name='generateS.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_MODIFY, cookie=0, name='generateS.py'>
@@ -404,33 +292,19 @@ DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
@@ -446,42 +320,23 @@ DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
@@ -489,74 +344,10 @@ DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/streamapp.py', wd=1, mask=IN_OPEN, cookie=0, name='streamapp.py'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/__pycache__/__init__.cpython-312.pyc', wd=2, mask=IN_OPEN, cookie=0, name='__init__.cpython-312.pyc'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/__pycache__/generateS.cpython-312.pyc', wd=2, mask=IN_OPEN, cookie=0, name='generateS.cpython-312.pyc'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/__pycache__/generateS.cpython-312.pyc.128081766075056', wd=2, mask=IN_CREATE, cookie=0, name='generateS.cpython-312.pyc.128081766075056'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/__pycache__/generateS.cpython-312.pyc.128081766075056', wd=2, mask=IN_OPEN, cookie=0, name='generateS.cpython-312.pyc.128081766075056'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/__pycache__/generateS.cpython-312.pyc.128081766075056', wd=2, mask=IN_MODIFY, cookie=0, name='generateS.cpython-312.pyc.128081766075056'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/__pycache__/generateS.cpython-312.pyc.128081766075056', wd=2, mask=IN_CLOSE_WRITE, cookie=0, name='generateS.cpython-312.pyc.128081766075056'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/__pycache__/generateS.cpython-312.pyc.128081766075056', wd=2, mask=IN_MOVED_FROM, cookie=49604, name='generateS.cpython-312.pyc.128081766075056'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/__pycache__/generateS.cpython-312.pyc', wd=2, mask=IN_MOVED_TO, cookie=49604, name='generateS.cpython-312.pyc'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/__pycache__/memory.cpython-312.pyc', wd=2, mask=IN_OPEN, cookie=0, name='memory.cpython-312.pyc'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag/__pycache__/__init__.cpython-312.pyc', wd=6, mask=IN_OPEN, cookie=0, name='__init__.cpython-312.pyc'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag/__pycache__/new_chromadb.cpython-312.pyc', wd=6, mask=IN_OPEN, cookie=0, name='new_chromadb.cpython-312.pyc'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag/__pycache__/__init__.cpython-312.pyc', wd=2, mask=IN_OPEN, cookie=0, name='__init__.cpython-312.pyc'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag/__pycache__/new_chromadb.cpython-312.pyc', wd=2, mask=IN_OPEN, cookie=0, name='new_chromadb.cpython-312.pyc'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag/__pycache__/document_reader.cpython-312.pyc', wd=2, mask=IN_OPEN, cookie=0, name='document_reader.cpython-312.pyc'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag/__pycache__/document_reader.cpython-312.pyc', wd=6, mask=IN_OPEN, cookie=0, name='document_reader.cpython-312.pyc'>
-DEBUG:chromadb.api.segment:Collection documentsTest already exists, returning existing collection.
-WARNING:chromadb.segment.impl.metadata.sqlite:Insert of existing embedding ID: text.txt_0
-WARNING:chromadb.segment.impl.metadata.sqlite:Insert of existing embedding ID: text.txt_1
-WARNING:chromadb.segment.impl.metadata.sqlite:Insert of existing embedding ID: text.txt_2
-WARNING:chromadb.segment.impl.metadata.sqlite:Insert of existing embedding ID: text.txt_3
-WARNING:chromadb.segment.impl.metadata.sqlite:Insert of existing embedding ID: text.txt_4
-WARNING:chromadb.segment.impl.metadata.sqlite:Insert of existing embedding ID: luck.txt_0
-WARNING:chromadb.segment.impl.metadata.sqlite:Insert of existing embedding ID: luck.txt_1
-WARNING:chromadb.segment.impl.metadata.sqlite:Insert of existing embedding ID: luck.txt_2
-WARNING:chromadb.segment.impl.metadata.sqlite:Insert of existing embedding ID: luck.txt_3
-WARNING:chromadb.segment.impl.vector.local_persistent_hnsw:Add of existing embedding ID: text.txt_0
-WARNING:chromadb.segment.impl.vector.local_persistent_hnsw:Add of existing embedding ID: text.txt_1
-WARNING:chromadb.segment.impl.vector.local_persistent_hnsw:Add of existing embedding ID: text.txt_2
-WARNING:chromadb.segment.impl.vector.local_persistent_hnsw:Add of existing embedding ID: text.txt_3
-WARNING:chromadb.segment.impl.vector.local_persistent_hnsw:Add of existing embedding ID: text.txt_4
-WARNING:chromadb.segment.impl.vector.local_persistent_hnsw:Add of existing embedding ID: luck.txt_0
-WARNING:chromadb.segment.impl.vector.local_persistent_hnsw:Add of existing embedding ID: luck.txt_1
-WARNING:chromadb.segment.impl.vector.local_persistent_hnsw:Add of existing embedding ID: luck.txt_2
-WARNING:chromadb.segment.impl.vector.local_persistent_hnsw:Add of existing embedding ID: luck.txt_3
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/__pycache__/__init__.cpython-312.pyc', wd=2, mask=IN_OPEN, cookie=0, name='__init__.cpython-312.pyc'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/__pycache__/api.cpython-312.pyc', wd=2, mask=IN_OPEN, cookie=0, name='api.cpython-312.pyc'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/__pycache__/payload_construction.cpython-312.pyc', wd=2, mask=IN_OPEN, cookie=0, name='payload_construction.cpython-312.pyc'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/__pycache__/__init__.cpython-312.pyc', wd=5, mask=IN_OPEN, cookie=0, name='__init__.cpython-312.pyc'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/__pycache__/api.cpython-312.pyc', wd=5, mask=IN_OPEN, cookie=0, name='api.cpython-312.pyc'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI/__pycache__/payload_construction.cpython-312.pyc', wd=5, mask=IN_OPEN, cookie=0, name='payload_construction.cpython-312.pyc'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/__pycache__/saveConversation.cpython-312.pyc', wd=2, mask=IN_OPEN, cookie=0, name='saveConversation.cpython-312.pyc'>
-DEBUG:urllib3.connectionpool:Resetting dropped connection: us-api.i.posthog.com
-DEBUG:httpcore.connection:close.started
-DEBUG:httpcore.connection:close.complete
-DEBUG:httpcore.connection:connect_tcp.started host='127.0.0.1' port=11434 local_address=None timeout=None socket_options=None
-DEBUG:httpcore.connection:connect_tcp.complete return_value=<httpcore._backends.sync.SyncStream object at 0x747d5c3f1370>
-DEBUG:httpcore.http11:send_request_headers.started request=<Request [b'POST']>
-DEBUG:httpcore.http11:send_request_headers.complete
-DEBUG:httpcore.http11:send_request_body.started request=<Request [b'POST']>
-DEBUG:httpcore.http11:send_request_body.complete
-DEBUG:httpcore.http11:receive_response_headers.started request=<Request [b'POST']>
-DEBUG:httpcore.http11:receive_response_headers.complete return_value=(b'HTTP/1.1', 200, b'OK', [(b'Content-Type', b'application/json; charset=utf-8'), (b'Date', b'Tue, 20 Aug 2024 16:31:25 GMT'), (b'Transfer-Encoding', b'chunked')])
-INFO:httpx:HTTP Request: POST http://127.0.0.1:11434/api/generate "HTTP/1.1 200 OK"
-DEBUG:httpcore.http11:receive_response_body.started request=<Request [b'POST']>
-DEBUG:httpcore.http11:receive_response_body.complete
-DEBUG:httpcore.http11:response_closed.started
-DEBUG:httpcore.http11:response_closed.complete
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:urllib3.connectionpool:https://us-api.i.posthog.com:443 "POST /batch/ HTTP/1.1" 200 15
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
@@ -565,61 +356,26 @@ DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
@@ -628,25 +384,16 @@ DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_MODIFY, cookie=0, name='generateS.py'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_CLOSE_WRITE, cookie=0, name='generateS.py'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
@@ -654,42 +401,20 @@ DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/generateS.py', wd=1, mask=IN_OPEN, cookie=0, name='generateS.py'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
+DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
@@ -699,18 +424,8 @@ DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='rag'>
-DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/rag', wd=4, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=1, mask=IN_ISDIR|IN_OPEN, cookie=0, name='brmsAPI'>
 DEBUG:watchdog.observers.inotify_buffer:in-event <InotifyEvent: src_path=b'/home/useria/Documents/pytestLLM/ChatBotBRMS/src/brmsAPI', wd=3, mask=IN_ISDIR|IN_OPEN, cookie=0, name=''>
diff --git a/data/db/chroma.sqlite3 b/data/db/chroma.sqlite3
index a155bf5..69328e5 100644
Binary files a/data/db/chroma.sqlite3 and b/data/db/chroma.sqlite3 differ
diff --git a/src/brmsAPI/brmsCall.py b/src/brmsAPI/brmsCall.py
new file mode 100644
index 0000000..b001ba1
--- /dev/null
+++ b/src/brmsAPI/brmsCall.py
@@ -0,0 +1,52 @@
+import ollama
+import re
+import src.brmsAPI.payload_construction as pc
+import src.brmsAPI.api as ap
+
+def brmsCall(user_input:str)->str:
+    request = (
+                "Tu es un expêrt en data capture, ton role est d'extraire uniquement les données requises.\n\n"
+                "Extrait les informations au format liste suivant :\n Nom ; Prenom ; Age ; Adresse.\n\n."
+                "Si il y a des informations manquantes laisse les zonnes vides.\n\n"
+                "Si il y a des données manquantes n'écris rien, laise vide.\n\n"
+                "Ne répond rien d'autre que la liste. Nom ; Prenom ; Age ; Adresse] .\n\n"
+                "Voici quelques exemples pour te montrer: \n\n"
+                "Exemple numéro 1; utilisateur:'Je veux une information sur une assurance, il s'agit de madame Durant Jenny' reponse:Durant ; Jenny.\n\n"
+                "Exemple numéro 2; utilisateur:'Nous voulons les données d'assurance de monsieur Alexandre Gigof agé de 56 ans et résident au 6 rue labradore, Paris' reponse: Gigof ; Alexandre ; 56 ; 6 rue labradore, Paris .\n\n"
+                "Exemple numéro 3; utilisateur:'' reponse: .\n\n"
+                "Exemple numéro 4; utilisateur:'j'aurais une question sur l assurance' reponse: .\n\n"
+                "Voici la phrase cible: " f"{user_input}"
+                )
+            
+    elements = ollama.generate(
+        model="mistral:latest",
+        prompt=request,
+        stream=False,
+        options= {'temperature': 1}
+    )
+    print("1 : ------------------------------------------------>>>>>>------------------------------------------------>>>>>>------------------------------------------------>>>>>>",elements["response"])
+    
+    elements2 = re.sub(r'[^a-zA-Z0-9;]', '', elements["response"])
+    elements3 = [elem.strip() for elem in elements2.split(';') if elem.strip()]
+    print("2: ------------------------------------------------>>>>>>------------------------------------------------>>>>>>",elements3)
+    payload = pc.payload_construction(nom=elements3[0], prenom=elements3[1], age=elements3[2], adresse=elements3[3])
+    
+    api = ap.ApiCall(url="http://10.21.8.3:9090/DecisionService/rest/v1/assurance_deploy/OD_assurance/", payload=payload, headers={'Content-Type': 'application/json'})
+    test_completion = api.test_arguments()
+    print("3: ------------------------------------------------>>>>>>", test_completion)
+    if test_completion is not None:
+        sentence = "Tu dois indiquer à ton interlocuteur que tu ne peux pas répondre pour la raison suivante : ", test_completion, "Il dois ipérativement te donner touteslesinformations dans l'ordre si possible"
+        solve = False
+    else:
+        sentence = "D'après les informations que tu as renseignée le prix de l'assurance calculer par le model est : ", api.call_api()
+        solve = True
+    
+    print(solve)
+    
+    return sentence, elements3, solve
+
+def clear_dialog_element(input:str, liste_element:list)->str:
+    liste_element.append('assurance')
+    clear_input = [element for element in input[0].split() if not element in liste_element]
+    
+    return " ".join(clear_input)
\ No newline at end of file
diff --git a/src/generateS.py b/src/generateS.py
index e3fc4eb..45c43b5 100644
--- a/src/generateS.py
+++ b/src/generateS.py
@@ -1,14 +1,15 @@
 import ollama
 import logging
-import re
+import streamlit as st
+import os
 
 from src.memory import ChatbotMemory, memory_counter, compressed_memory
 from src.rag.new_chromadb import rag_pipeline
+
+#BRMS integration
 import src.brmsAPI.api as ap
 import src.brmsAPI.payload_construction as pc
-
-import streamlit as st
-import os
+from src.brmsAPI.brmsCall import brmsCall, clear_dialog_element
 
 # Désactiver le parallélisme pour éviter les deadlocks
 os.environ["TOKENIZERS_PARALLELISM"] = "false"
@@ -66,46 +67,8 @@ def ans(self, user_input="l'assurance de manon qui à 34 ans et qui habite à pa
         # BRMS Integration #
         ####################
         if "assurance" in user_input:
-            
             self.assurance_phase = True
-
-            # payload = {"__DecisionID__": "exampleID","contract": {"id": 12345,"clients": [{"nom": nom,"prenom": prenom,"age": age,"adresse": adresse}],"montant": 0}}
-            request = (
-                "Tu es un expêrt en data capture, ton role est d'extraire uniquement les données requises.\n\n"
-                "Extrait les informations au format liste suivant :\n Nom ; Prenom ; Age ; Adresse.\n\n."
-                "Si il y a des informations manquantes laisse les zonnes vides.\n\n"
-                "Si il y a des données manquantes n'écris rien, laise vide.\n\n"
-                "Ne répond rien d'autre que la liste. Nom ; Prenom ; Age ; Adresse] .\n\n"
-                "Voici quelques exemples pour te montrer: \n\n"
-                "Exemple numéro 1; utilisateur:'Je veux une information sur une assurance, il s'agit de madame Durant Jenny' reponse:Durant ; Jenny.\n\n"
-                "Exemple numéro 2; utilisateur:'Nous voulons les données d'assurance de monsieur Alexandre Gigof agé de 56 ans et résident au 6 rue labradore, Paris' reponse: Gigof ; Alexandre ; 56 ; 6 rue labradore, Paris .\n\n"
-                "Exemple numéro 3; utilisateur:'' reponse: .\n\n"
-                "Exemple numéro 4; utilisateur:'j'aurais une question sur l assurance' reponse: .\n\n"
-                "Voici la phrase cible: " f"{user_input}"
-                )
-            
-            elements = ollama.generate(
-                # model=self.model,
-                model="mistral:latest",
-                prompt=request,
-                stream=False,
-                options=self._ollama_option
-            )
-            print("------------------------------------------------>>>>>>------------------------------------------------>>>>>>",elements["response"])
-            
-            elements2 = re.sub(r'[^a-zA-Z0-9;]', '', elements["response"])
-            elements3 = elements2.split(';')
-            print(elements3)
-            print(elements3[0])
-            payload = pc.payload_construction(nom=elements3[0], prenom=elements3[1], age=elements3[2], adresse=elements3[3])
-            
-            api = ap.ApiCall(url="http://10.21.8.3:9090/DecisionService/rest/v1/assurance_deploy/OD_assurance/", payload=payload, headers={'Content-Type': 'application/json'})
-            test_completion = api.test_arguments()
-            print("------------------------------------------------>>>>>>", test_completion)
-            if test_completion is not None:
-                sentence = "Tu dois indiquer à ton interlocuteur que tu ne peux pas répondre pour la raison suivante : ", test_completion
-            else:
-                sentence = "D'après les informations que tu as renseignée la réponse est : ", api.call_api()
+            sentence, liste_element, solve_statue = brmsCall(user_input)
         ####################
         
         context = rag_pipeline(query=user_input)
@@ -129,7 +92,6 @@ def ans(self, user_input="l'assurance de manon qui à 34 ans et qui habite à pa
         result = ollama.generate(
             model=self.model,
             prompt=prompt,
-            # stream=False,
             stream=True,
             options=self._ollama_option
         )
@@ -141,6 +103,10 @@ def ans(self, user_input="l'assurance de manon qui à 34 ans et qui habite à pa
             self.response += chunk['response']
             yield chunk['response']
         
+        # clean user_input to avoid any confusion and recall assurance entity
+        if solve_statue:
+            user_input = clear_dialog_element(user_input, liste_element)
+            
         self.memory.update_memory(user_input, self.response)
 
         # TODO: effectuer cette tache en async pour eviter qu'elle ne ralentisse tout le processus