Update app.py

app.py

@@ -197,8 +197,13 @@ def load_objection_responses(csv_file_path):
 
 objection_response_pairs = load_objection_responses(r"C:\Users\bhagy\OneDrive\Desktop\INFOSYS PROJECT\objections_responses.csv")
 objections = list(objection_response_pairs.keys())
+# objection_embeddings = sentence_model.encode(objections)
+# faiss_index.add(np.array(objection_embeddings, dtype="float32"))
+
 objection_embeddings = sentence_model.encode(objections)
-faiss_index.add(np.array(objection_embeddings, dtype="float32"))
+objection_embeddings = objection_embeddings.reshape(-1, 384)  # Reshape to 2D array
+faiss_index.add(objection_embeddings.astype("float32"))
+
 
 def find_closest_objection(query):
     query_embedding = sentence_model.encode([query])