updated the infrastructure of the codebase

README.md

@@ -134,10 +134,10 @@ This section highlights the sets of questions the chatbot can and cannot answer.
 | How can I connect to the campus Wi-Fi?                 | What is a smart contract?                                      |
 | What are the available free software for a student?    | Can you write code for a basic Python script?                  |
 | Where are all the printers located?                    | What is the CGI phone number/email?                            |
-| What are the CoyoteLabs virtual computer lab?          | What class does Dr. Alzahrani teach?                           |
+| What are the CoyoteLabs virtual computer labs?         | What class does Dr. Alzahrani teach?                           |
 | Is Adobe Creative Cloud available as student software? | Who is Hironori Washizaki?                                     |
 | What is information security awareness?                | How can I make a payment for the tuition fee?                  |
-| How do I enable multi-factor authorization?            | What is the future impact of AI on software quality standards? |
+| How do I enable multi-factor authentication?           | What is the future impact of AI on software quality standards? |
 | What are Coyote OneCard benefits?                      | What is regression testing?                                    |
 | What if i lost my campus laptop charger?               | How much does parking cost for one semester?                   |
 

app.py

@@ -3,11 +3,11 @@
 # import time
 import os
 import subprocess
-from RAG import initialize_milvus, query_rag
+from backend.RAG import initialize_milvus, query_rag
 from collections import defaultdict
 import pandas as pd
-from chatbot_statistics import DatabaseClient  # Import the DatabaseClient class
-from ddos_protection import handle_rate_limiting  # Importing the rate-limiting function
+from metrics.chatbot_statistics import DatabaseClient  # Import the DatabaseClient class
+from backend.ddos_protection import handle_rate_limiting  # Importing the rate-limiting function
 
 
 def initialize_vector_store():
@@ -63,7 +63,7 @@ def __init__(self, session_state=st.session_state):
         # Answerable and Unanswerable questions
         self.answerable_questions = {
             "How can I contact ITS?",
-            "How can I connect to the campus WiFi?",
+            "How can I connect to the campus Wi-Fi?",
             "What are the available free software for a student?",
             "Where are all the printers located?",
             "What are the CoyoteLabs virtual computer labs?",
@@ -78,7 +78,7 @@ def __init__(self, session_state=st.session_state):
             "What are the campus gym timings?",
             "What is a smart contract?",
             "Can you write code for a basic Python script?",
-            "What is the CGI phone number or email?",
+            "What is the CGI phone number/email?",
             "What class does Dr. Alzahrani teach?",
             "Who is Hironori Washizaki?",
             "How can I make a payment for the tuition fee?",

RAG.py → backend/RAG.py

@@ -20,7 +20,7 @@
 from langchain_text_splitters import RecursiveCharacterTextSplitter
 from pymilvus import connections, utility, Collection, CollectionSchema, FieldSchema, DataType
 from httpx import HTTPStatusError
-from retriever import ScoreThresholdRetriever
+from backend.retriever import ScoreThresholdRetriever
 
 
 load_dotenv()