update columns as discussed in team meeting

app.py

@@ -62,11 +62,12 @@ def cosine_similarity_generator(master_exploded, embeddings, query, filename = t
   top_k = master_exploded.sort_values(by=['cos_sim'], ascending=False).head(10)
   print(" The top k=10 results have a min cosine similarity of: ", master_exploded.sort_values(by=['cos_sim'], ascending=False).head(10)['cos_sim'].min())
   # print(master_exploded_top_k)
-  cosine_sum_by_name = master_exploded_top.groupby(["id", "name", "query", "gitHubUrl", "combined" ]).agg({"cos_sim": ["sum"]}).reset_index()
+  cosine_sum_by_name = master_exploded_top.groupby(["id", "name", "tokenized_sentences" ]).agg({"cos_sim": ["sum"]}).reset_index()
   print("Taking sum of cosine similarities above 0.6 threshold...")
   cosine_sum_by_name.columns = cosine_sum_by_name.columns.map('_'.join)
   
   ranked_mentors = cosine_sum_by_name.reset_index().sort_values(by ="cos_sim_sum", ascending =False) 
+  cosine_sum_by_name = cosine_sum_by_name.rename(columns={"id_": "MentorID", "name_": "Name", "tokenized_sentences_": "Sentences"}, errors="raise")
   # path = "./Ranked_Results_Gradio/"
   # ranked_mentors_filename = path+'ranked_mentors_'+str(filename)+'.csv'
   # cos_sum_filename = path+'cos_sum_'+str(filename)+'.csv'