Update app.py

app.py

@@ -124,26 +124,26 @@ def process_query(query):
 
 
 
-    all_answers = {
-        "Agent 1": agent1_answer,
-        "Agent 2": agent2_answer,
-        "Boolean": boolean_answer,
-        "TF-IDF": tf_idf_answer,
-        "BM25": bm25_answer,
-        "Vision": vision_answer,
-        "Open Source": open_source_answer,
-        "Boolean (Modified)": boolean_answer_modified,
-        "TF-IDF (Modified)": tf_idf_answer_modified,
-        "BM25 (Modified)": bm25_answer_modified,
-        "Vision (Modified)": vision_answer_modified,
-        "Open Source (Modified)": open_source_answer_modified,
-        "TF-IDF + BM25 + Open RRF": tf_idf_bm25_open_RRF_Ranking_answer,
-        "TF-IDF + BM25 + Open RRF (Modified)": tf_idf_bm25_open_RRF_Ranking_modified_answer,
-        "TF-IDF + BM25 + Open RRF (Combined)": tf_idf_bm25_open_RRF_Ranking_combined_answer,
-        "Zero Shot": zeroShot,
-    }
-
-    return best_model, best_answer, all_answers
+    return (
+        best_model,
+        best_answer,
+        agent1_answer,
+        agent2_answer,
+        boolean_answer,
+        tf_idf_answer,
+        bm25_answer,
+        vision_answer,
+        open_source_answer,
+        boolean_answer_modified,
+        tf_idf_answer_modified,
+        bm25_answer_modified,
+        vision_answer_modified,
+        open_source_answer_modified,
+        tf_idf_bm25_open_RRF_Ranking_answer,
+        tf_idf_bm25_open_RRF_Ranking_modified_answer,
+        tf_idf_bm25_open_RRF_Ranking_combined_answer,
+        zeroShot,
+    )
 
 # Gradio interface
 def create_interface():