Update app.py

app.py

@@ -44,7 +44,7 @@ text = ' '.join(text)
 
 chunk_size = 2048
 chunks = [text[i:i + chunk_size] for i in range(0, len(text), chunk_size)]
-"""
+
 model_kwargs = {'device': 'cpu'}
 encode_kwargs = {'normalize_embeddings': False}
 embeddings = HuggingFaceEmbeddings(
@@ -57,7 +57,7 @@ def get_text_embedding(text):
 
     return embeddings.embed_query(text)
 
-"""
+
 text_embeddings = np.array([get_text_embedding(chunk) for chunk in chunks])
 
 d = text_embeddings.shape[1]