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Update agent.py
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agent.py
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@@ -49,43 +49,43 @@ def real_number_calculator(
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class TestAgent:
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def __init__(self):
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# import code agent and basic tool from smolagent
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from smolagents import CodeAgent, OpenAIServerModel, DuckDuckGoSearchTool, FinalAnswerTool, VisitWebpageTool, MCPServerTool
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# import additional tool from langchain @ https://docs.langchain.com/oss/python/integrations/tools
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from langchain.agents import load_tools
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from smolagents import Tool
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wikipedia_tool = Tool.from_langchain(load_tools(["wikipedia"])[0])
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wikipedia_tool.top_k_results=3
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# import tools from MCP servers @ https://github.com/mcp
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from mcp import StdioServerParameters
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server_parameters = StdioServerParameters(command="uvx",
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args=["--quiet", "youtubeqa@0.2.1"],
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env={"UV_PYTHON": "3.12", **os.environ},
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)
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youtube_tools = MCPServerTool(server_params=server_parameters)
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model = OpenAIServerModel(model_id="gpt-4o")
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#model = InferenceClientModel("Qwen/Qwen2.5-Coder-32B-Instruct")
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# Instantiate the agent
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self.agent = CodeAgent(
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tools=[real_number_calculator(), # homemade tool
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DuckDuckGoSearchTool(), # basic tools from smolagent
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VisitWebpageTool(),
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wikipedia_tool, # tool from langchain with extra parmaeters
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youtube_tools, # tool from MCP server
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FinalAnswerTool()],
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model=model,
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max_steps=3,
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verbosity_level=2
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)
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def __call__(self, question: str) -> str:
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print(f"Agent received question (first 50 chars): {question[:50]}...")
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answer = self.agent.invoke(question)
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print(f"Agent returning his answer: {answer}")
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return answer
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