小修补

app.py

@@ -101,7 +101,6 @@ def courseOutlineGenerating(file_paths, num_lessons, language):
     course_outline = genarating_outline(summarized_materials, num_lessons, language)
     return course_outline
 
-@st.cache_data
 def constructVDB(file_paths):
 #把KM拆解为chunks
 
@@ -206,7 +205,6 @@ def decorate_user_question(user_question, retrieved_chunks_for_user):
     '''
     return decorated_prompt
 
-@st.cache_data
 def initialize_app(added_files, num_lessons, language):
     temp_file_paths = []
     with st.spinner('Processing file...'):
@@ -241,7 +239,7 @@ def initialize_app(added_files, num_lessons, language):
     for lesson in course_outline_list:
         count_generating_content += 1
         with st.spinner(f"Writing content for lesson {count_generating_content}..."):
-            retrievedChunksList = searchVDB(lesson, st.session_state.embeddings_df, st.session_state.faiss_index)
+            retrievedChunksList = searchVDB(lesson, embeddings_df, faiss_index)
             courseContent = generateCourse(lesson, retrievedChunksList, language)
             course_content_list.append(courseContent)
         st.success(f"Writing content for lesson {count_generating_content}...Done")