Update app.py

app.py

@@ -20,13 +20,7 @@ def list_to_numpy(obj):
 def load_documents_from_jsonl(embeddings_model, jsonl_path, createEmbeddings=False):
     tqdm.pandas(desc="Loading Data")
     df = pd.read_json(jsonl_path, lines=True).progress_apply(lambda x: x)
-
     df.columns = ['Question' if 'Question' in col else 'Answer' if 'Answer' in col else col for col in df.columns]
-
-    if createEmbeddings:
-        tqdm.pandas(desc="Creating Embeddings")
-        df['Embeddings'] = df.progress_apply(lambda x: embeddings_model.encode(f"Question: {x['Question']} \n Answer: {x['Answer']}").tolist(), axis=1)
-
     return df
        
 def generate_embeddings(tokenizer, model, text):