How to use multiple tools during RL training?

[zwxandy]

I notice that only one tool is allowed when invoking the tool. How can I use more than one tools during training, e.g., search and python. The LLM should decide which tool to use in each iteration itself.

def _default_tool(name):
    if name == "search":
        from agent_r1.tool.tools.search_tool import SearchTool
        return SearchTool()
    elif name == "wiki_search":
        from agent_r1.tool.tools.wiki_search_tool import WikiSearchTool
        return WikiSearchTool()
    elif name == "python":
        from agent_r1.tool.tools.python_tool import PythonTool
        return PythonTool()
    else:
        raise NotImplementedError(f"Tool {name} not implemented")

[0russwest0]

_default_tool here is just for registering the tool. You can configure multiple tools through the tool.tools parameter, for example: tool.tools=['search','python'].