Update app.py

app.py

@@ -36,7 +36,7 @@ def get_text_chunks(text):
 
 # Function to create vectorstore from the text chunks
 def get_vectorstore(text_chunks):
-    embeddings = HuggingFaceEmbeddings(model_name="hkunlp/instructor-xl")  # Using lightweight instructor model
+    embeddings = HuggingFaceEmbeddings(model_name="hkunlp/instructor-base")  # Using lightweight instructor model
     vectorstore = FAISS.from_texts(texts=text_chunks, embedding=embeddings)
     return vectorstore