Update app.py

app.py

@@ -14,6 +14,7 @@ import os
 from typing import List, Dict, Any, Optional
 from smolagents import CodeAgent, Tool, tool, LiteLLMModel
 from cool_agent import create_agent
+from reformulator import prepare_response
 
 import json
 import re
@@ -81,6 +82,14 @@ class BasicAgent:
         self.agent = agent_assets["agent"]
         self.visual_inspection_tool = agent_assets["visualizer"]
         self.document_inspection_tool = agent_assets["text_inspection_tool"]
+        self.model = agent_assets["model"]
+        self.current_question = None
+
+    def assign_current_question(self, question: str):
+        self.current_question = question
+
+    def get_current_question(self):
+        return self.current_question
 
     def __call__(self, question: str, file_name: str = None) -> str:
         """
@@ -119,7 +128,7 @@ class BasicAgent:
         try:
             # Run the agent
             response = self.agent.run(full_prompt)
-
+            self.assign_current_question(full_prompt)
             # Clean up the response
             # Remove any system-prompt-like text at the beginning
             cleaned_response = re.sub(r'^.*?Answer:', '', response, flags=re.DOTALL).strip()
@@ -240,7 +249,13 @@ def run_and_submit_all(profile: gr.OAuthProfile | None):
             print(f"Skipping item with missing task_id or question: {item}")
             continue
         try:
-            submitted_answer = agent(question_text, file_name)
+            _ = agent(question_text, file_name)
+            agent_memory = agent.agent.write_memory_to_messages(summary_mode=True)
+
+            final_result = prepare_response(agent.get_current_question(), agent_memory,
+                                            reformulation_model=agent.model)
+
+            submitted_answer = str(final_result)
             answers_payload.append({"task_id": task_id, "submitted_answer": submitted_answer})
             results_log.append({"Task ID": task_id, "Question": question_text,
                                 "Submitted Answer": submitted_answer})