Update app.py

app.py

@@ -1,14 +1,12 @@
 import os
 import streamlit as st
-from get_pat_data import Patent_DataCreator
+
 from datasets import load_dataset
 import re
-import boto3
 import time
 import requests
 from bs4 import BeautifulSoup
 import pandas as pd
-import pinecone
 import torch.nn.functional as F
 from torch import Tensor
 from transformers import AutoTokenizer, AutoModel
@@ -17,8 +15,6 @@ from keyphrase_vectorizers import KeyphraseCountVectorizer
 kw_model=KeyBERT(model='AI-Growth-Lab/PatentSBERTa')
 
 
-pinecone.init(api_key=INDEX_API_KEY, environment=INDEX_ENV)
-index = pinecone.Index(index_name=INDEX_NAME )
 
 tokenizer = AutoTokenizer.from_pretrained('intfloat/e5-base')
 model = AutoModel.from_pretrained('intfloat/e5-base')