Update app.py

app.py

@@ -143,19 +143,19 @@ def fn(    text1,    text2,    num,    slider1,    slider2,    single_checkbox,
     embeddings_dataset = clinical_dataset.map(
     lambda x: {"embeddings": get_embeddings(x["text"]).numpy()[0]})
     
-    embeddings_dataset.add_faiss_index(column="embeddings")
+#    embeddings_dataset.add_faiss_index(column="embeddings")
 
-    question = "How can I load a dataset offline?"
-    question_embedding = get_embeddings([question]).numpy()
-    question_embedding.shape
+#    question = "How can I load a dataset offline?"
+#    question_embedding = get_embeddings([question]).numpy()
+#    question_embedding.shape
     
-    scores, samples = embeddings_dataset.get_nearest_examples("embeddings", question_embedding, k=5)
+#    scores, samples = embeddings_dataset.get_nearest_examples("embeddings", question_embedding, k=5)
     
-    import pandas as pd
+#    import pandas as pd
 
-    samples_df = pd.DataFrame.from_dict(samples)
-    samples_df["scores"] = scores
-    samples_df.sort_values("scores", ascending=False, inplace=True)
+#    samples_df = pd.DataFrame.from_dict(samples)
+#    samples_df["scores"] = scores
+#    samples_df.sort_values("scores", ascending=False, inplace=True)
     
     
     #        "text": examples["Code"]