switched back to title for nltk keywords

app.py

@@ -30,7 +30,7 @@ print("running sentence embeddings...")
 # model_name = 'all-mpnet-base-v2'
 model_name = 'all-MiniLM-L6-v2'
 model = SentenceTransformer(model_name)
-sentence_embeddings = model.encode(md['body'].tolist(), show_progress_bar = True)
+sentence_embeddings = model.encode(md['title'].tolist(), show_progress_bar = True)
 sentence_embeddings = pd.DataFrame(sentence_embeddings)
 
 # Reduce dimensionality

flycheck_app.py

@@ -30,7 +30,7 @@ print("running sentence embeddings...")
 # model_name = 'all-mpnet-base-v2'
 model_name = 'all-MiniLM-L6-v2'
 model = SentenceTransformer(model_name)
-sentence_embeddings = model.encode(md['body'].tolist(), show_progress_bar = True)
+sentence_embeddings = model.encode(md['title'].tolist(), show_progress_bar = True)
 sentence_embeddings = pd.DataFrame(sentence_embeddings)
 
 # Reduce dimensionality