first commit

app.py

@@ -3,21 +3,77 @@ import gradio as gr
 import requests
 import inspect
 import pandas as pd
+from smolagents import CodeAgent, HfApiModel
+from smolagents.tools import DuckDuckGoSearchTool, PythonInterpreterTool
+
 
 # (Keep Constants as is)
 # --- Constants ---
 DEFAULT_API_URL = "https://agents-course-unit4-scoring.hf.space"
 
+GAIA_SYSTEM_PROMPT = """
+You are solving GAIA level 1 questions.
+
+Return only your answer, which should be a number, or a short phrase with as few words as possible, 
+or a comma separated list of numbers and/or strings.
+
+If the answer is a number, return only the number without any units unless specified otherwise.
+If the answer is a string, don't include articles, and don't use abbreviations.
+If the answer is a comma separated list, apply the above rules to each element.
+Do NOT write 'FINAL ANSWER:' – return only the raw answer.
+"""
+
+
 # --- Basic Agent Definition ---
 # ----- THIS IS WERE YOU CAN BUILD WHAT YOU WANT ------
-class BasicAgent:
+class SmolGaiaAgent:
+    """
+    Wraps a smolagents CodeAgent so that we can call it like a simple function:
+    answer = agent(question).
+    """
+
     def __init__(self):
-        print("BasicAgent initialized.")
+        print("Initializing SmolGaiaAgent...")
+
+        # 1) Model via HF router
+        # Make sure you have a valid HF token in the Space secrets if the model is gated.
+        self.model = HfApiModel(
+            model_id="Qwen/Qwen2.5-Coder-32B-Instruct",  # or another strong chat/coder model on HF
+            api_key=os.getenv("HF_TOKEN"),               # add HF_TOKEN secret in the Space
+            # base_url="https://router.huggingface.co",  # optional, recent smolagents use router by default
+        )
+
+        # 2) Tools: web search + python
+        self.tools = [
+            DuckDuckGoSearchTool(),
+            PythonInterpreterTool(),
+        ]
+
+        # 3) CodeAgent
+        self.agent = CodeAgent(
+            tools=self.tools,
+            model=self.model,
+            max_steps=8,
+            name="gaia-code-agent",
+            description="Agent that uses web search and python to solve GAIA level 1 questions.",
+            # you can tune other args later: planning_interval, verbosity, etc.
+        )
+
     def __call__(self, question: str) -> str:
-        print(f"Agent received question (first 50 chars): {question[:50]}...")
-        fixed_answer = "This is a default answer."
-        print(f"Agent returning fixed answer: {fixed_answer}")
-        return fixed_answer
+        """
+        Runs the CodeAgent on one question and returns the final answer string.
+        """
+        print(f"[SmolGaiaAgent] Question: {question[:80]}...")
+        # Many course examples use `run()` on the agent
+        answer = self.agent.run(
+            question,
+            system_prompt=GAIA_SYSTEM_PROMPT,
+        )
+        # Make sure we cast to str just in case
+        answer = str(answer).strip()
+        print(f"[SmolGaiaAgent] Answer: {answer}")
+        return answer
+
 
 def run_and_submit_all( profile: gr.OAuthProfile | None):
     """
@@ -40,7 +96,7 @@ def run_and_submit_all( profile: gr.OAuthProfile | None):
 
     # 1. Instantiate Agent ( modify this part to create your agent)
     try:
-        agent = BasicAgent()
+        agent = SmolGaiaAgent()
     except Exception as e:
         print(f"Error instantiating agent: {e}")
         return f"Error initializing agent: {e}", None

requirements.txt

@@ -1,2 +1,5 @@
 gradio
-requests
+pandas
+requests
+smolagents
+duckduckgo-search