Update app.py

app.py

@@ -706,32 +706,6 @@ def ask_question(question, temperature, top_p, repetition_penalty, web_search, g
 
     return answer
 
-def update_vectors(files, use_recursive_splitter):
-    if not files:
-        return "Please upload at least one PDF file."
-    
-    embed = get_embeddings()
-    total_chunks = 0
-    
-    all_data = []
-    for file in files:
-        if use_recursive_splitter:
-            data = load_and_split_document_recursive(file)
-        else:
-            data = load_and_split_document_basic(file)
-        all_data.extend(data)
-        total_chunks += len(data)
-    
-    if os.path.exists("faiss_database"):
-        database = FAISS.load_local("faiss_database", embed, allow_dangerous_deserialization=True)
-        database.add_documents(all_data)
-    else:
-        database = FAISS.from_documents(all_data, embed)
-    
-    database.save_local("faiss_database")
-    
-    return f"Vector store updated successfully. Processed {total_chunks} chunks from {len(files)} files."
-
 def extract_db_to_excel():
     embed = get_embeddings()
     database = FAISS.load_local("faiss_database", embed, allow_dangerous_deserialization=True)