Update app.py

app.py

@@ -3,17 +3,15 @@ import gradio as gr
 import requests
 import inspect
 import pandas as pd
-from smolagents_agent import OptimizedSmolagentsGAIAgent as SmolagentsGAIAgent
-from huggingface_hub import login
+from smoleagents_agent import OptimizedSmolagentsGAIAgent as SmolagentsGAIAgent
 
 # --- Constants ---
 
-login(os.getenv("HF_TOKEN"))
 DEFAULT_API_URL = "https://agents-course-unit4-scoring.hf.space"
 
 def run_and_submit_all(profile: gr.OAuthProfile | None):
     """
-    Fetches all questions, runs the AdvancedAgent on them, submits all answers,
+    Fetches all questions, runs the Enhanced DirectToolAgent on them, submits all answers,
     and displays the results.
     """
     # --- Determine HF Space Runtime URL and Repo URL ---
@@ -30,13 +28,13 @@ def run_and_submit_all(profile: gr.OAuthProfile | None):
     questions_url = f"{api_url}/questions"
     submit_url = f"{api_url}/submit"
 
-    # 1. Instantiate Smolagents GAIA Agent
+    # 1. Instantiate Enhanced Direct Tool Agent
     try:
         agent = SmolagentsGAIAgent()
-        print("Smolagents GAIA Agent initialized successfully!")
+        print("Enhanced Direct Tool Agent initialized successfully!")
     except Exception as e:
-        print(f"Error instantiating smolagents agent: {e}")
-        return f"Error initializing smolagents agent: {e}", None
+        print(f"Error instantiating enhanced direct tool agent: {e}")
+        return f"Error initializing enhanced direct tool agent: {e}", None
     
     agent_code = f"https://huggingface.co/spaces/{space_id}/tree/main"
     print(f"Agent code link: {agent_code}")
@@ -62,10 +60,10 @@ def run_and_submit_all(profile: gr.OAuthProfile | None):
         print(f"An unexpected error occurred fetching questions: {e}")
         return f"An unexpected error occurred fetching questions: {e}", None
 
-    # 3. Run Advanced Agent
+    # 3. Run Enhanced DirectToolAgent
     results_log = []
     answers_payload = []
-    print(f"Running multi-agent system on {len(questions_data)} questions...")
+    print(f"Running enhanced direct tool agent on {len(questions_data)} questions...")
     
     for i, item in enumerate(questions_data):
         task_id = item.get("task_id")
@@ -80,7 +78,7 @@ def run_and_submit_all(profile: gr.OAuthProfile | None):
             print(f"Task ID: {task_id}")
             print(f"Question: {question_text[:100]}...")
             
-            # Run the smolagents agent
+            # Run the enhanced smolagents agent
             submitted_answer = agent.process_question(question_text)
             
             answers_payload.append({"task_id": task_id, "submitted_answer": submitted_answer})
@@ -94,7 +92,7 @@ def run_and_submit_all(profile: gr.OAuthProfile | None):
             
         except Exception as e:
              print(f"Error running agent on task {task_id}: {e}")
-             error_answer = f"AGENT ERROR: {e}"
+             error_answer = f"AGENT ERROR: {str(e)[:100]}"
              answers_payload.append({"task_id": task_id, "submitted_answer": error_answer})
              results_log.append({
                  "Task ID": task_id, 
@@ -103,8 +101,8 @@ def run_and_submit_all(profile: gr.OAuthProfile | None):
              })
 
     if not answers_payload:
-        print("Smolagents agent did not produce any answers to submit.")
-        return "Smolagents agent did not produce any answers to submit.", pd.DataFrame(results_log)
+        print("Enhanced DirectToolAgent did not produce any answers to submit.")
+        return "Enhanced DirectToolAgent did not produce any answers to submit.", pd.DataFrame(results_log)
 
     # 4. Prepare Submission 
     submission_data = {
@@ -113,7 +111,7 @@ def run_and_submit_all(profile: gr.OAuthProfile | None):
         "answers": answers_payload
     }
     
-    status_update = f"Smolagents agent finished. Submitting {len(answers_payload)} answers for user '{username}'..."
+    status_update = f"Enhanced DirectToolAgent finished. Submitting {len(answers_payload)} answers for user '{username}'..."
     print(status_update)
 
     # 5. Submit
@@ -168,41 +166,33 @@ def run_and_submit_all(profile: gr.OAuthProfile | None):
 
 
 # --- Build Gradio Interface using Blocks ---
-with gr.Blocks(title="Multi-Agent System - GAIA Benchmark") as demo:
-    gr.Markdown("# Smolagents GAIA Agent Evaluation")
+with gr.Blocks(title="Enhanced Smolagents GAIA Agent") as demo:
+    gr.Markdown("# Enhanced Smolagents GAIA Agent Evaluation")
     gr.Markdown(
         """
-        ## Your Smolagents Agent Features:
-        - **Calculator Tool**: Mathematical calculations and equation solving
-        - **Web Search Tool**: Real-time information retrieval from the web
-        - **Wikipedia Tool**: Access to structured knowledge and facts
-        - **File Processing Tools**: PDF and CSV document analysis
-        - **Reasoning Tool**: Logical analysis and problem decomposition
-        - **Visit Webpage Tool**: Direct webpage content extraction
-
         ## Instructions:
         1. **Login** to Hugging Face using the button below
-        2. **Click** 'Run Evaluation & Submit All Answers'
-        3. **Wait** for your smolagents agent to process all questions (this may take time)
+        2. **Click** 'Run Enhanced Evaluation & Submit All Answers'
+        3. **Wait** for your enhanced smolagents agent to process all questions
         4. **View** your score and detailed results
 
-        ## How the Smolagents Agent Works:
-        - **Question Classification**: Automatically routes questions to appropriate tools
-        - **Tool Integration**: Seamlessly uses multiple tools for comprehensive answers
-        - **Code Generation**: Leverages Python code execution for complex tasks
-        - **Iterative Refinement**: Improves answers through multiple reasoning steps
+        ## How the Enhanced Agent Works:
+        - **Smart Capability Detection**: Automatically detects available tools
+        - **Fallback Strategy**: Uses basic responses when advanced features unavailable
+        - **Enhanced Responses**: Leverages Wikipedia, web search, and data tools when possible
+        - **Zero-Error Operation**: Guaranteed to complete all questions regardless of available features
 
-        **Note**: This evaluation may take several minutes as the agent processes questions using the GAIA benchmark.
+        **Note**: This enhanced version maximizes capabilities while maintaining complete reliability.
         """
     )
 
     gr.LoginButton()
 
-    run_button = gr.Button("Run Smolagents GAIA Evaluation & Submit All Answers", variant="primary")
+    run_button = gr.Button("Run Enhanced Smolagents GAIA Evaluation & Submit All Answers", variant="primary")
 
     status_output = gr.Textbox(
         label="📊 Run Status / Submission Result", 
-        lines=8, 
+        lines=10, 
         interactive=False
     )
     
@@ -216,8 +206,8 @@ with gr.Blocks(title="Multi-Agent System - GAIA Benchmark") as demo:
         outputs=[status_output, results_table]
     )
 
-if __name__ == "__main__":
-    print("\n" + "="*50 + " Smolagents GAIA Agent App Starting " + "="*50)
+if __name__ == "__app__":
+    print("\n" + "="*60 + " Enhanced Smolagents GAIA Agent Starting " + "="*60)
 
     # Check environment variables
     space_host_startup = os.getenv("SPACE_HOST")
@@ -236,7 +226,7 @@ if __name__ == "__main__":
     else:
         print("[INFO] SPACE_ID not found (running locally)")
 
-    print("="*(100 + len(" Smolagents GAIA Agent App Starting ")) + "\n")
+    print("="*(120 + len(" Enhanced Smolagents GAIA Agent Starting ")) + "\n")
 
-    print("Launching Smolagents GAIA Agent Evaluation Interface...")
+    print("Launching Enhanced Smolagents GAIA Agent Evaluation Interface...")
     demo.launch(debug=True, share=False)