new update

app.py

@@ -42,9 +42,9 @@ def preprocess_text(input_text, word2vec_model):
 
 # Load Word2Vec model
 def load_word2vec_model():
-    word2vec_path = '/Users/preethamreddygollapalli/Downloads/word2vec_model.bin'
-    if not os.path.exists(word2vec_path):
-        raise FileNotFoundError(f"Word2Vec model file not found at {word2vec_path}")
+    repo_id = 'Preethamreddy799/NLP_MODEL'
+    filename = 'word2vec_model.bin'
+    word2vec_path = hf_hub_download(repo_id=repo_id, filename=filename)
     return gensim.models.Word2Vec.load(word2vec_path)
 
 # Load LSTM model