Update app.py

app.py

@@ -58,11 +58,17 @@ def get_text_chunks(text):
 
 def get_vectorstore(text_chunks):
     # embeddings = OpenAIEmbeddings()
-    embeddings = HuggingFaceInstructEmbeddings(model_name="hkunlp/instructor-xl")
+    model_name = "hkunlp/instructor-xl"
+    logger.info(f"Loading {model_name}")
+    embeddings = HuggingFaceInstructEmbeddings(model_name=model_name)
+    logger.info(f"Done loading {model_name}")
+
+    logger.info(f"Doing vectorstore FAISS.from_texts(texts=text_chunks, embedding=embeddings)")
     vectorstore = FAISS.from_texts(texts=text_chunks, embedding=embeddings)
+    logger.info(f"Done vectorstore FAISS.from_texts(texts=text_chunks, embedding=embeddings)")
+
     return vectorstore
 
-  
 
 def get_conversation_chain(vectorstore):
     llm = OpenAI()
@@ -91,8 +97,6 @@ def handle_userinput(user_question):
             st.write(bot_template.replace("{{MSG}}", message.content), unsafe_allow_html=True)
 
 
-
-
 def main():
     load_dotenv()
     st.set_page_config(page_title="Chat with multiple law journal PDFs",