basic smolagents

.gitignore

@@ -0,0 +1 @@
+/.idea

app.py

@@ -1,18 +1,41 @@
+import json
 import os
 import gradio as gr
 import requests
 import inspect
 import pandas as pd
+from smolagents import CodeAgent, HfApiModel, FinalAnswerTool, DuckDuckGoSearchTool, VisitWebpageTool
 
 # (Keep Constants as is)
 # --- Constants ---
 DEFAULT_API_URL = "https://agents-course-unit4-scoring.hf.space"
 
-# --- Basic Agent Definition ---
-# ----- THIS IS WERE YOU CAN BUILD WHAT YOU WANT ------
-class BasicAgent:
+
+class SmolAgent:
     def __init__(self):
-        print("BasicAgent initialized.")
+        final_answer = FinalAnswerTool()
+        search_tool = DuckDuckGoSearchTool()
+        visit_webpage_tool = VisitWebpageTool()
+        model = HfApiModel(
+            max_tokens=2096,
+            temperature=0.01,
+            model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
+            custom_role_conversions=None,
+            token=open("data/keys/hf.key").read()
+        )
+        agent = CodeAgent(
+            model=model,
+            tools=[search_tool, visit_webpage_tool, final_answer],
+            max_steps=3,
+            verbosity_level=100,
+            grammar=None,
+            planning_interval=None,
+            name=None,
+            description=None,
+        )
+        print(f'--- agent.visualize(): ---')
+        agent.visualize()
+
     def __call__(self, question: str) -> str:
         print(f"Agent received question (first 50 chars): {question[:50]}...")
         fixed_answer = "This is a default answer."
@@ -21,7 +44,7 @@ class BasicAgent:
 
 def run_and_submit_all( profile: gr.OAuthProfile | None):
     """
-    Fetches all questions, runs the BasicAgent on them, submits all answers,
+    Fetches all questions, runs the SmolAgent on them, submits all answers,
     and displays the results.
     """
     # --- Determine HF Space Runtime URL and Repo URL ---
@@ -40,7 +63,7 @@ def run_and_submit_all( profile: gr.OAuthProfile | None):
 
     # 1. Instantiate Agent ( modify this part to create your agent)
     try:
-        agent = BasicAgent()
+        agent = SmolAgent()
     except Exception as e:
         print(f"Error instantiating agent: {e}")
         return f"Error initializing agent: {e}", None
@@ -72,6 +95,9 @@ def run_and_submit_all( profile: gr.OAuthProfile | None):
     # 3. Run your Agent
     results_log = []
     answers_payload = []
+    print('#@#')
+    print(json.dumps(questions_data))
+    print('#@#')
     print(f"Running agent on {len(questions_data)} questions...")
     for item in questions_data:
         task_id = item.get("task_id")

requirements.txt

@@ -1,2 +1,4 @@
 gradio
-requests
+requests
+smolagents
+pandas