diff --git a/backend/apps/rag/main.py b/backend/apps/rag/main.py
index 654b2481..405546dd 100644
--- a/backend/apps/rag/main.py
+++ b/backend/apps/rag/main.py
@@ -48,7 +48,7 @@ from apps.web.models.documents import (
 from apps.rag.utils import (
     get_model_path,
     query_embeddings_doc,
-    query_embeddings_function,
+    get_embeddings_function,
     query_embeddings_collection,
 )
 
@@ -367,7 +367,7 @@ def query_doc_handler(
     user=Depends(get_current_user),
 ):
     try:
-        embeddings_function = query_embeddings_function(
+        embeddings_function = get_embeddings_function(
             app.state.RAG_EMBEDDING_ENGINE,
             app.state.RAG_EMBEDDING_MODEL,
             app.state.sentence_transformer_ef,
@@ -410,7 +410,7 @@ def query_collection_handler(
     user=Depends(get_current_user),
 ):
     try:
-        embeddings_function = query_embeddings_function(
+        embeddings_function = get_embeddings_function(
             app.state.RAG_EMBEDDING_ENGINE,
             app.state.RAG_EMBEDDING_MODEL,
             app.state.sentence_transformer_ef,
@@ -508,7 +508,7 @@ def store_docs_in_vector_db(docs, collection_name, overwrite: bool = False) -> b
 
         collection = CHROMA_CLIENT.create_collection(name=collection_name)
 
-        embedding_func = query_embeddings_function(
+        embedding_func = get_embeddings_function(
             app.state.RAG_EMBEDDING_ENGINE,
             app.state.RAG_EMBEDDING_MODEL,
             app.state.sentence_transformer_ef,
diff --git a/backend/apps/rag/utils.py b/backend/apps/rag/utils.py
index e9fe8319..668f38e4 100644
--- a/backend/apps/rag/utils.py
+++ b/backend/apps/rag/utils.py
@@ -164,7 +164,7 @@ def rag_template(template: str, context: str, query: str):
     return template
 
 
-def query_embeddings_function(
+def get_embeddings_function(
     embedding_engine,
     embedding_model,
     embedding_function,
@@ -243,7 +243,7 @@ def rag_messages(
         content_type = None
         query = ""
 
-    embeddings_function = query_embeddings_function(
+    embeddings_function = get_embeddings_function(
         embedding_engine,
         embedding_model,
         embedding_function,