import some types

app.py

@@ -30,14 +30,14 @@
 import os
 import json
 
+import openai
+
 import gradio as gr
 from gradio import blocks
 
 import pinecone
 from supabase import create_client, Client
 
-import openai
-
 from langchain.vectorstores import Pinecone
 from langchain.text_splitter import SpacyTextSplitter
 from langchain.embeddings import HuggingFaceEmbeddings
@@ -45,6 +45,8 @@ from langchain.embeddings import HuggingFaceEmbeddings
 from pytube import YouTube
 from youtube_transcript_api import YouTubeTranscriptApi
 
+from typing import Any, Callable, Dict, Iterable, List, Optional
+
 Embedder = HuggingFaceEmbeddings().embed_query
 Model_name = HuggingFaceEmbeddings().model_name