Temporarily fixing pydantic error

pages/2 Topic Modeling.py

@@ -21,15 +21,15 @@ import streamlit.components.v1 as components
 from io import StringIO
 from ipywidgets.embed import embed_minimal_html
 from nltk.stem.snowball import SnowballStemmer
-#from bertopic import BERTopic
+from bertopic import BERTopic
 import plotly.express as px
 from sklearn.cluster import KMeans
 import bitermplus as btm
 import tmplot as tmp
 import tomotopy
 import sys
-import spacy
-import en_core_web_sm
+#import spacy
+#import en_core_web_sm
 import pipeline
 from html2image import Html2Image
 from umap import UMAP
@@ -337,9 +337,9 @@ if uploaded_file is not None:
           if bert_embedding_model == 'all-MiniLM-L6-v2':
                emb_mod = 'all-MiniLM-L6-v2'
                lang = 'en'
-          elif bert_embedding_model == 'en_core_web_sm':
-               emb_mod = en_core_web_sm.load(exclude=['tagger', 'parser', 'ner', 'attribute_ruler', 'lemmatizer'])
-               lang = 'en'
+          #elif bert_embedding_model == 'en_core_web_sm':
+               #emb_mod = en_core_web_sm.load(exclude=['tagger', 'parser', 'ner', 'attribute_ruler', 'lemmatizer'])
+               #lang = 'en'
           elif bert_embedding_model == 'paraphrase-multilingual-MiniLM-L12-v2':
                emb_mod = 'paraphrase-multilingual-MiniLM-L12-v2'
                lang = 'multilingual'