Update app.py

app.py

@@ -1,5 +1,5 @@
 # -*- coding: utf-8 -*-
-"""Said Lfagrouche_RAG_Based_on_ syllabi_app
+"""Said Lfagrouche: RAG_QA_App_base_on_BROOKLYN_COLLEGE STUDENT_HANDBOOK_2023-2024_app
 """
 
 import getpass
@@ -37,7 +37,7 @@ OPENAI_API_KEYY = os.getenv('OPENAI_API_KEY')
 MONGO_URII = os.getenv('MONGO_URI')
 
 # Append our directory path to the Python system path.
-directory_path = "Syllaby"
+directory_path = "Data"
 
 sys.path.append(directory_path)
 
@@ -149,7 +149,7 @@ vector_search = Weaviate.from_documents(
 
 # Semantic Search.
 # query = "When is the spring recess at The City College of New York for Spring 2024?"
-query = "What are the professor names for this semester"
+query = "Who is Prof. Langsam"
 results = vector_search.similarity_search(query=query, k=10) # 10 most similar documents.
 
 print("\n")
@@ -158,7 +158,7 @@ pprint.pprint(results)
 
 # Semantic Search with Score.
 # query = "When is the spring recess at The City College of New York for Spring 2024?"
-query = "Where is operating system exam taken?"
+query = "Is there a pool in campus?"
 results = vector_search.similarity_search_with_score(
    query = query, k = 10 # 10 most similar documents.
 )
@@ -216,7 +216,7 @@ rag_chain = (
 )
 
 # Prompt the chain.
-query = "What is student favourite class"
+query = "Where is Student Center located at?"
 answer = rag_chain.invoke(query)
 
 print("\nQuestion: " + query)
@@ -234,10 +234,10 @@ def get_response(query):
   return rag_chain.invoke(query)
 
 # Gradio application.
-with gr.Blocks(theme=Base(), title="RAG QA App Using Spring 2024 Syllabuses PDFs, Weaviate As The Vector Database, and Gradio") as demo:
+with gr.Blocks(theme=Base(), title="RAG QA App base on BROOKLYN COLLEGE STUDENT HANDBOOK 2023 - 2024, Weaviate As The Vector Database, and Gradio") as demo:
     gr.Markdown(
         """
-        # RAG Question Answering App Using PDF Files, MongoDB As The Vector Database, and Gradio
+        # RAG QA App base on BROOKLYN COLLEGE STUDENT HANDBOOK 2023 - 2024, Weaviate As The Vector Database, and Gradio
         """)
     textbox = gr.Textbox(label="Question:")
     with gr.Row():
@@ -252,3 +252,4 @@ with gr.Blocks(theme=Base(), title="RAG QA App Using Spring 2024 Syllabuses PDFs
 demo.launch(share=True)
 
 
+