Update file_loader.py

file_loader.py

@@ -51,7 +51,7 @@ def get_vectorstore():
     # Lưu vào vectorstore với nhúng từ Google GenAI
     # embedding = GoogleGenerativeAIEmbeddings(model="models/text-embedding-004")
     print('Get embedding model /paraphrase-multilingual-MiniLM-L12-v2')
-    embedding = HuggingFaceEmbeddings(model_name="sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2")
+    embedding = HuggingFaceEmbeddings(model_name="VoVanPhuc/sup-SimCSE-VietNamese-phobert-base")
     print('Set vectorstore FAISS')
     vectorstore = FAISS.from_documents(documents=all_splits, embedding=embedding)
     return vectorstore