diff --git a/scripts/rag_build_query.py b/scripts/rag_build_query.py
index 6ed457b..2e1424c 100644
--- a/scripts/rag_build_query.py
+++ b/scripts/rag_build_query.py
@@ -1,8 +1,4 @@
-from llama_index.core.readers.file.base import SimpleDirectoryReader
-
-from llama_index.indices.vector_store import VectorStoreIndex
-from llama_index.service_context import ServiceContext
-from llama_index.prompts import PromptTemplate
+from llama_index.core import SimpleDirectoryReader, VectorStoreIndex, ServiceContext, PromptTemplate
 from llama_index.embeddings.huggingface import HuggingFaceEmbedding
 from llama_index.vector_stores.faiss import FaissVectorStore
 from app.core.config import settings
@@ -10,6 +6,7 @@ from scripts.permissions import get_user_allowed_indexes
 
 
 
+
 USER_INDEX_PATH = "index_data"
 USER_DOC_PATH = "docs"