Update user_guide_sync.py

user_guide_sync.py

@@ -1,6 +1,31 @@
 import requests
 from bs4 import BeautifulSoup
 
+import google.generativeai as genai
+from langchain.llms import OpenAI
+from langchain.chat_models import ChatOpenAI
+from langchain.agents.agent_types import AgentType
+#from langchain_experimental.agents.agent_toolkits import create_csv_agent
+
+
+from llama_index.llms import OpenAI
+from llama_index import VectorStoreIndex, SimpleDirectoryReader
+from llama_index.llms import OpenAI
+from llama_index import StorageContext, load_index_from_storage
+
+
+os.environ["OPENAI_API_KEY"]
+
+try:
+    storage_context = StorageContext.from_defaults(persist_dir="llama_index")
+    index = load_index_from_storage(storage_context=storage_context)
+    print("loaded")
+except:     
+    documents = SimpleDirectoryReader("userguid").load_data()
+    index = VectorStoreIndex.from_documents(documents)
+    index.storage_context.persist("llama_index")
+    print("index created")
+
 # URL of the page to scrape
 url = 'https://help.storemate.cloud/docs/'