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Create agent.py
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agent.py
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from smolagents import CodeAgent, DuckDuckGoSearchTool, OpenAIServerModel, WikipediaSearchTool
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import asyncio
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class MagAgent:
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def __init__(self):
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"""Initialize the CodeAgent with search tools."""
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print("Initializing CodeAgent with search tools...")
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self.agent = CodeAgent(
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model=OpenAIServerModel(model_name="gpt-4o-mini"), # Use a lightweight model
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tools=[
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DuckDuckGoSearchTool(),
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WikipediaSearchTool()
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]
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)
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print("CodeAgent initialized.")
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async def __call__(self, question: str) -> str:
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"""Process a question asynchronously using the CodeAgent."""
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print(f"CodeAgent received question (first 50 chars): {question[:50]}...")
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try:
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# Run the agent asynchronously
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response = await asyncio.to_thread(
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self.agent.run,
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prompt=f"Answer the following question accurately and concisely: {question}"
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)
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print(f"CodeAgent response: {response[:50]}...")
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return response
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except Exception as e:
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error_msg = f"Error processing question: {e}"
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print(error_msg)
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return error_msg
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