diff --git a/lollms/internet.py b/lollms/internet.py
index 8180ed2..f5ad44e 100644
--- a/lollms/internet.py
+++ b/lollms/internet.py
@@ -322,7 +322,7 @@ def internet_search(query, internet_nb_search_pages, chromedriver_path=None, qui
 
     return search_results
 
-def internet_search_with_vectorization(query, chromedriver_path=None, internet_nb_search_pages=5, internet_vectorization_chunk_size=512, internet_vectorization_overlap_size=20, internet_vectorization_nb_chunks=4, model = None, quick_search:bool=False, vectorizer = "semantic", vectorize=True, asses_using_llm=True, yes_no=None):
+def internet_search_with_vectorization(query, chromedriver_path=None, internet_nb_search_pages=5, internet_vectorization_chunk_size=512, internet_vectorization_overlap_size=20, internet_vectorization_nb_chunks=4, model = None, quick_search:bool=False, vectorizer = "tfidf", vectorize=True, asses_using_llm=True, yes_no=None):
     """
     """