Update app.py

app.py

@@ -34,7 +34,7 @@ HF_TOKEN = os.environ["HF_TOKEN"]
 # added for Docker purposes compared to run chainlit app
 DATA_DIR = "./data"
 VECTORSTORE_DIR = os.path.join(DATA_DIR, "vectorstore")
-VECTORSTORE_PATH = os.path.join(VECTORSTORE_DIR, "index.faiss")
+# VECTORSTORE_PATH = os.path.join(VECTORSTORE_DIR, "index.faiss")
 
 
 # -- RETRIEVAL -- #
@@ -112,7 +112,7 @@ else:
             vectorstore = FAISS.from_documents(split_chunks[i:i+32], hf_embeddings)
             continue
         vectorstore.add_documents(split_chunks[i:i+32])
-    vectorstore.save_local("./data/vectorstore")
+    vectorstore.save_local(VECTORSTORE_DIR)
     hf_retriever = vectorstore.as_retriever()
 
 # -- AUGMENTED -- #