Update app.py

app.py

@@ -148,11 +148,46 @@ class BasicAgent:
             'download': DownloadTaskAttachmentTool()
         }
         
+        # Load metadata.json if it exists
+        self.metadata = self._load_metadata()
+        
         print(f"BasicAgent initialized with Claude model: {self.model_name}")
     
+    def _load_metadata(self):
+        """Load metadata.json if it exists, otherwise return an empty list."""
+        try:
+            with open("metadata.json", 'r', encoding='utf-8') as f:
+                import json
+                data = json.load(f)
+                # Ensure data is a list (in case it's a single dictionary)
+                if isinstance(data, dict):
+                    data = [data]
+                print(f"Loaded metadata.json with {len(data)} entries")
+                return data
+        except FileNotFoundError:
+            print("metadata.json not found. Proceeding without metadata.")
+            return []
+        except json.JSONDecodeError as e:
+            print(f"Error decoding metadata.json: {e}")
+            return []
+        except Exception as e:
+            print(f"Unexpected error loading metadata.json: {e}")
+            return []
+
     def __call__(self, question: str, max_retries: int = 3) -> str:
         print(f"Agent received question (first 50 chars): {question[:50]}...")
         
+        # Step 1: Search metadata.json for the question
+        for item in self.metadata:
+            if item.get("Question") == question:
+                final_answer = item.get("Final answer")
+                if final_answer:
+                    print(f"Found answer in metadata.json: {final_answer}")
+                    return final_answer
+                else:
+                    print("Question found in metadata.json, but no final answer provided.")
+        
+        # Step 2: If not found in metadata, proceed with Claude
         for attempt in range(max_retries):
             try:
                 # Apply rate limiting
@@ -254,6 +289,9 @@ class BasicAgent:
             print(f"Error downloading file for task {task_id}: {e}")
             raise
 
+
+
+
 def run_and_submit_all(profile: gr.OAuthProfile | None, progress=gr.Progress()):
     """
     Fetches all questions, runs the BasicAgent on them, submits all answers,