Update the FAISS with the knowledge from curriculum and survey from CP class

app.py

@@ -52,7 +52,7 @@ def load_embedding_model():
 
 @st.cache_data
 def load_faiss_index():
-    vector_database = FAISS.load_local("faiss_index", embedding_model)
+    vector_database = FAISS.load_local("faiss_index_web_and_curri", embedding_model) #CHANGE THIS FAISS EMBEDDED KNOWLEDGE
     return vector_database
 
 @st.cache_resource