Changes to imports

main.py

@@ -1,23 +1,11 @@
 import os
-import sys
-import time
 
-import InstructorEmbedding
-import pandas as pd
 import qdrant_client
 import streamlit as st
 from langchain.chains import RetrievalQA
-from langchain.embeddings import HuggingFaceInstructEmbeddings
 from langchain.llms import HuggingFaceHub
-from langchain.text_splitter import (
-    CharacterTextSplitter,
-    RecursiveCharacterTextSplitter,
-)
-from langchain.vectorstores import Qdrant
-from langchain_community.document_loaders import TextLoader
-from langchain_community.vectorstores import FAISS, Chroma
+from langchain_community.vectorstores import FAISS
 from langchain_openai import OpenAIEmbeddings
-from qdrant_client.http import models
 
 from settings import SETTINGS